Pushpak Bhattacharyya

Orcid: 0000-0001-5319-5508

Affiliations:
  • Indian Institute of Technology, Bombay, India


According to our database1, Pushpak Bhattacharyya authored at least 654 papers between 1993 and 2024.

Collaborative distances:

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Bibliography

2024
MTBullyGNN: A Graph Neural Network-Based Multitask Framework for Cyberbullying Detection.
IEEE Trans. Comput. Soc. Syst., February, 2024

Zero-shot multitask intent and emotion prediction from multimodal data: A benchmark study.
Neurocomputing, February, 2024

IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context.
CoRR, 2024

Do Not Worry if You Do Not Have Data: Building Pretrained Language Models Using Translationese.
CoRR, 2024

Material Microstructure Design Using VAE-Regression with Multimodal Prior.
CoRR, 2024

Transformers are Expressive, But Are They Expressive Enough for Regression?
CoRR, 2024

Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization.
CoRR, 2024

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation.
CoRR, 2024

PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics Capabilities.
CoRR, 2024

Yes, This Is What I Was Looking For! Towards Multi-modal Medical Consultation Concern Summary Generation.
Proceedings of the Advances in Information Retrieval, 2024

STORiCo: Storytelling TTS for Hindi with Character Voice Modulation.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation Pipeline.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with Reasoning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

IndicCONAN: A Multilingual Dataset for Combating Hate Speech in Indian Context.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Toward Symptom Assessment Guided Symptom Investigation and Disease Diagnosis.
IEEE Trans. Artif. Intell., December, 2023

A transformer-based multi-task framework for joint detection of aggression and hate on social media data.
Nat. Lang. Eng., November, 2023

Affect-GCN: a multimodal graph convolutional network for multi-emotion with intensity recognition and sentiment analysis in dialogues.
Multim. Tools Appl., November, 2023

An Attention-Based Multimodal Siamese Architecture for Tweet-User Verification.
IEEE Trans. Comput. Soc. Syst., October, 2023

Emoji, Sentiment and Emotion Aided Cyberbullying Detection in Hinglish.
IEEE Trans. Comput. Soc. Syst., October, 2023

GAGPT-2: A Geometric Attention-based GPT-2 Framework for Image Captioning in Hindi.
ACM Trans. Asian Low Resour. Lang. Inf. Process., October, 2023

<i>MHaDiG</i>: A Multilingual Humor-aided Multiparty Dialogue Generation in multimodal conversational setting.
Knowl. Based Syst., October, 2023

Being Polite: Modeling Politeness Variation in a Personalized Dialog Agent.
IEEE Trans. Comput. Soc. Syst., August, 2023

Investigations in Emotion Aware Multimodal Gender Prediction Systems From Social Media Data.
IEEE Trans. Comput. Soc. Syst., April, 2023

SEHC: A Benchmark Setup to Identify Online Hate Speech in English.
IEEE Trans. Comput. Soc. Syst., April, 2023

Dynamic Convolution-based Encoder-Decoder Framework for Image Captioning in Hindi.
ACM Trans. Asian Low Resour. Lang. Inf. Process., April, 2023

An Object Localization-based Dense Image Captioning Framework in Hindi.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

Investigations in Entity Relationship Extraction
Studies in Computational Intelligence 1058, Springer, ISBN: 978-981-19-5390-3, 2023

Unity in Diversity: Multilabel Emoji Identification in Tweets.
IEEE Trans. Comput. Soc. Syst., 2023

Mental Health Disorder Identification From Motivational Conversations.
IEEE Trans. Comput. Soc. Syst., 2023

EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social Conversations.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network.
IEEE Trans. Affect. Comput., 2023

Multitasking of sentiment detection and emotion recognition in code-mixed Hinglish data.
Knowl. Based Syst., 2023

VAD-assisted multitask transformer framework for emotion recognition and intensity prediction on suicide notes.
Inf. Process. Manag., 2023

APE-then-QE: Correcting then Filtering Pseudo Parallel Corpora for MT Training Data Creation.
CoRR, 2023

IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages.
CoRR, 2023

Sarcasm in Sight and Sound: Benchmarking and Expansion to Improve Multimodal Sarcasm Detection.
CoRR, 2023

Hi Model, generating 'nice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation Metric.
CoRR, 2023

"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing.
CoRR, 2023

KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering.
CoRR, 2023

"We care": Improving Code Mixed Speech Emotion Recognition in Customer-Care Conversations.
CoRR, 2023

"Kurosawa": A Script Writer's Assistant.
CoRR, 2023

Decision Knowledge Graphs: Construction of and Usage in Question Answering for Clinical Practice Guidelines.
CoRR, 2023

DisfluencyFixer: A tool to enhance Language Learning through Speech To Speech Disfluency Correction.
CoRR, 2023

VAKTA-SETU: A Speech-to-Speech Machine Translation Service in Select Indic Languages.
CoRR, 2023

Denoising-based UNMT is more robust to word-order divergence than MASS-based UNMT.
CoRR, 2023

Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB's Effort for Bridging the Gap.
Proceedings of the Eighth Conference on Machine Translation, 2023

Findings of the WMT 2023 Shared Task on Automatic Post-Editing.
Proceedings of the Eighth Conference on Machine Translation, 2023

Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages.
Proceedings of the 20th SIGMORPHON workshop on Computational Research in Phonetics, 2023

ReviVal: Towards Automatically Evaluating the Informativeness of Peer Reviews.
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

IndIE: A Multilingual Open Information Extraction Tool For Indic Languages.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

"Explain Thyself Bully": Sentiment Aided Cyberbullying Detection with Explanation.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Predict and Use: Harnessing Predicted Gaze to Improve Multimodal Sarcasm Detection.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GenEx: A Commonsense-aware Unified Generative Framework for Explainable Cyberbullying Detection.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Eyes Show the Way: Modelling Gaze Behaviour for Hallucination Detection.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Angel: Enterprise Search System for the Non-Profit Industry.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Quality Estimation-Assisted Automatic Post-Editing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DeCoDE: Detection of Cognitive Distortion and Emotion Cause Extraction in Clinical Conversations.
Proceedings of the Advances in Information Retrieval, 2023

Local context is not enough! Towards Query Semantic and Knowledge Guided Multi-Span Medical Question Answering.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

KGVL-BART: Knowledge Graph Augmented Visual Language BART for Radiology Report Generation.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

RPTCS: A Reinforced Persona-aware Topic-guiding Conversational System.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Aspect-Sentiment-based Opinion Summarization using Multiple Information Sources.
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Multi-step Prompting for Few-shot Emotion-Grounded Conversations.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

"Knowledge is Power": Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Replace and Report: NLP Assisted Radiology Report Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioning.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

A Multi-task Learning Framework for Quality Estimation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Adversarial Training for Low-Resource Disfluency Correction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

"A Little is Enough": Few-Shot Quality Estimation based Corpus Filtering improves Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Symptoms are known by their companies: towards association guided disease diagnosis assistant.
BMC Bioinform., December, 2022

Exploring Multi-lingual, Multi-task, and Adversarial Learning for Low-resource Sentiment Analysis.
ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2022

Authorship Attribution of Microtext Using Capsule Networks.
IEEE Trans. Comput. Soc. Syst., 2022

On Multimodal Microblog Summarization.
IEEE Trans. Comput. Soc. Syst., 2022

A Multitask Multimodal Ensemble Model for Sentiment- and Emotion-Aided Tweet Act Classification.
IEEE Trans. Comput. Soc. Syst., 2022

What Does Your Bio Say? Inferring Twitter Users' Depression Status From Multimodal Profile Information Using Deep Learning.
IEEE Trans. Comput. Soc. Syst., 2022

Efficient Channel Attention Based Encoder-Decoder Approach for Image Captioning in Hindi.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Measuring Temporal Distance Focus From Tweets and Investigating its Association With Psycho-Demographic Attributes.
IEEE Trans. Affect. Comput., 2022

EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue System.
IEEE Trans. Affect. Comput., 2022

All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble Framework.
IEEE Trans. Affect. Comput., 2022

An attention based multi-modal gender identification system for social media users.
Multim. Tools Appl., 2022

A knowledge infused context driven dialogue agent for disease diagnosis using hierarchical reinforcement learning.
Knowl. Based Syst., 2022

A multi-modal personality prediction system.
Knowl. Based Syst., 2022

An emoji-aware multitask framework for multimodal sarcasm detection.
Knowl. Based Syst., 2022

ScienceQA: a novel resource for question answering on scholarly articles.
Int. J. Digit. Libr., 2022

Investigating Hostile Post Detection in Hindi.
Neurocomputing, 2022

A persona aware persuasive dialogue policy for dynamic and co-operative goal setting.
Expert Syst. Appl., 2022

Technology Pipeline for Large Scale Cross-Lingual Dubbing of Lecture Videos into Multiple Indian Languages.
CoRR, 2022

Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation.
CoRR, 2022

Strategies of Effective Digitization of Commentaries and Sub-commentaries: Towards the Construction of Textual History.
CoRR, 2022

Novelty Detection: A Perspective from Natural Language Processing.
Comput. Linguistics, 2022

Towards Sentiment-Aware Multi-Modal Dialogue Policy Learning.
Cogn. Comput., 2022

A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide Notes.
Cogn. Comput., 2022

Microblog summarization using self-adaptive multi-objective binary differential evolution.
Appl. Intell., 2022

Scientific document summarization in multi-objective clustering framework.
Appl. Intell., 2022

Event-Argument Linking in Disaster Domain.
IEEE Access, 2022

IIT Bombay's WMT22 Automatic Post-Editing Shared Task Submission.
Proceedings of the Seventh Conference on Machine Translation, 2022

Findings of the WMT 2022 Shared Task on Automatic Post-Editing.
Proceedings of the Seventh Conference on Machine Translation, 2022

Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection.
Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

A Multitask Framework for Sentiment, Emotion and Sarcasm aware Cyberbullying Detection from Multi-modal Code-Mixed Memes.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

An Efficient Fusion Mechanism for Multimodal Low-resource Setting.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Are Emoji, Sentiment, and Emotion Friends? A Multi-task Learning for Emoji, Sentiment, and Emotion Analysis.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

A Deep Learning based Framework for Image Paragraph Generation in Hindi.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

Novelty Detection in Community Question Answering Forums.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

EmoInHindi: A Multi-label Emotion and Intensity Annotated Dataset in Hindi for Emotion Recognition in Dialogues.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

A Multimodal Corpus for Emotion Recognition in Sarcasm.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

HiNER: A large Hindi Named Entity Recognition Dataset.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

HindiMD: A Multi-domain Corpora for Low-resource Sentiment Analysis.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Multiple Pivot Languages and Strategic Decoder Initialization Helps Neural Machine Translation.
Proceedings of the Fifth Workshop on Technologies for Machine Translation of Low-Resource Languages, 2022

Development of Multi-task Models for Emotion-Aware Gender Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2022

Persona or Context? Towards Building Context adaptive Personalized Persuasive Virtual Sales Assistant.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Affective Retrofitted Word Embeddings.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Authorship Attribution of Scientific Abstracts.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Cyberbullying Detection in Code-Mixed Languages: Dataset and Techniques.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Emotion-Aided Multi-modal Personality Prediction System.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Verb Phrase Anaphora: Do(ing) so with Heuristics.
Proceedings of the 19th International Conference on Natural Language Processing, 2022

Knowledge Enhanced Deep Learning Model for Radiology Text Generation.
Proceedings of the 19th International Conference on Natural Language Processing, 2022

There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering.
Proceedings of the 19th International Conference on Natural Language Processing, 2022

Bug report summarization using multi-view multi-objective optimization framework.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Improving Machine Translation with Phrase Pair Injection and Corpus Filtering.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CARES: CAuse Recognition for Emotion in Suicide Notes.
Proceedings of the Advances in Information Retrieval, 2022

Detecting Unintended Social Bias in Toxic Language Datasets.
Proceedings of the 26th Conference on Computational Natural Language Learning, 2022

Emotion Enriched Retrofitted Word Embeddings.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Zero-shot Disfluency Detection for Indian Languages.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response Generation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational Setting.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Dr. Can See: Towards a Multi-modal Disease Diagnosis Virtual Assistant.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
A Multimodal Author Profiling System for Tweets.
IEEE Trans. Comput. Soc. Syst., 2021

A Unified Dialogue Management Strategy for Multi-intent Dialogue Conversations in Multiple Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

A Hindi Image Caption Generation Framework Using Deep Learning.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Reinforced NMT for Sentiment and Content Preservation in Low-resource Scenario.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Neural machine translation of low-resource languages using SMT phrase pair injection.
Nat. Lang. Eng., 2021

Is your document novel? Let attention guide you. An attention-based model for document-level novelty detection.
Nat. Lang. Eng., 2021

A hierarchical approach for efficient multi-intent dialogue policy learning.
Multim. Tools Appl., 2021

Simple measures of bridging lexical divergence help unsupervised neural machine translation for low-resource languages.
Mach. Transl., 2021

Augmenting training data with syntactic phrasal-segments in low-resource neural machine translation.
Mach. Transl., 2021

Experience of neural machine translation between Indian languages.
Mach. Transl., 2021

Why pay more? A simple and efficient named entity recognition system for tweets.
Expert Syst. Appl., 2021

Multi-objective multi-view based search result clustering using differential evolution framework.
Expert Syst. Appl., 2021

Natural Answer Generation: From Factoid Answer to Full-length Answer using Grammar Correction.
CoRR, 2021

Tapping BERT for Preposition Sense Disambiguation.
CoRR, 2021

COVIDRead: A Large-scale Question Answering Dataset on COVID-19.
CoRR, 2021

Knowledge-based Extraction of Cause-Effect Relations from Biomedical Text.
CoRR, 2021

Emoji Helps! A Multi-modal Siamese Architecture for Tweet User Verification.
Cogn. Comput., 2021

Emotion Aided Dialogue Act Classification for Task-Independent Conversations in a Multi-modal Framework.
Cogn. Comput., 2021

A Deep Multi-task Model for Dialogue Act Classification, Intent Detection and Slot Filling.
Cogn. Comput., 2021

Image captioning in Hindi language using transformer networks.
Comput. Electr. Eng., 2021

Pivot Based Transfer Learning for Neural Machine Translation: CFILT IITB @ WMT 2021 Triangular MT.
Proceedings of the Sixth Conference on Machine Translation, 2021

Language Model Pretraining and Transfer Learning for Very Low Resource Languages.
Proceedings of the Sixth Conference on Machine Translation, 2021

Development of a Virtual Reality Assessment of Visuospatial Function and Oculomotor Control.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021

BERT based Adverse Drug Effect Tweet Classification.
Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

An Information Multiplexed Encoder-Decoder Network for Image Captioning in Hindi.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Authorship Attribution Using Capsule-Based Fusion Approach.
Proceedings of the Natural Language Processing and Information Systems, 2021

Let's Summarize Scientific Documents! A Clustering-Based Approach via Citation Context.
Proceedings of the Natural Language Processing and Information Systems, 2021

Towards Sentiment and Emotion aided Multi-modal Speech Act Classification in Twitter.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

How low is too low? A monolingual take on lemmatisation in Indian languages.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Investigating Active Learning in Interactive Neural Machine Translation.
Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

Scrambled Translation Problem: A Problem of Denoising UNMT.
Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

Crosslingual Embeddings are Essential in UNMT for distant languages: An English to IndoAryan Case Study.
Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair.
Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

CFILT IIT Bombay@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion using Multilingual Representation fromTransformers.
Proceedings of the First Workshop on Language Technology for Equality, 2021

SEPRG: Sentiment aware Emotion controlled Personalized Response Generation.
Proceedings of the 14th International Conference on Natural Language Generation, 2021

Multi-Modal Dialogue Policy Learning for Dynamic and Co-operative Goal Setting.
Proceedings of the International Joint Conference on Neural Networks, 2021

An Emotion-aided Gender Prediction System.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Transformer based Multi-task Model for Domain Classification, Intent Detection and Slot-Filling.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Large-Scale Dataset for Motivational Dialogue System: An Application of Natural Language Generation to Mental Health.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Multimodal Classification of Noisy Hate Speech using Character Level Embedding and Attention.
Proceedings of the International Joint Conference on Neural Networks, 2021

Global Object Proposals for Improving Multi-Sentence Video Descriptions.
Proceedings of the International Joint Conference on Neural Networks, 2021

Context and Knowledge Enriched Transformer Framework for Emotion Recognition in Conversations.
Proceedings of the International Joint Conference on Neural Networks, 2021

Emotion driven Crisis Response: A benchmark Setup for Multi-lingual Emotion Analysis in Disaster Situations.
Proceedings of the International Joint Conference on Neural Networks, 2021

Unsupervised Approach for Knowledge-Graph Creation from Conversation: The Use of Intent Supervision for Slot Filling.
Proceedings of the International Joint Conference on Neural Networks, 2021

Introduction to ProverbNet: An Online Multilingual Database of Proverbs and Comprehensive Metadata.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Wikipedia Current Events Summarization using Particle Swarm Optimization.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

A Scaled Encoder Decoder Network for Image Captioning in Hindi.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Retrofitting of Pre-trained Emotion Words with VAD-dimensions and the Plutchik Emotions.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

EduMT: Developing Machine Translation System for Educational Content in Indian Languages.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

"So You Think You're Funny?": Rating the Humour Quotient in Standup Comedy.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Disfluency Correction using Unsupervised and Semi-supervised Learning.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Cognition-aware Cognate Detection.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Multilingual Machine Translation Systems at WAT 2021: One-to-Many and Many-to-One Transformer based NMT.
Proceedings of the 8th Workshop on Asian Translation, 2021

Language Relatedness and Lexical Closeness can help Improve Multilingual NMT: IITBombay@MultiIndicNMT WAT2021.
Proceedings of the 8th Workshop on Asian Translation, 2021

IITP-MT at WAT2021: Indic-English Multilingual Neural Machine Translation using Romanized Vocabulary.
Proceedings of the 8th Workshop on Asian Translation, 2021

FrameNet-assisted Noun Compound Interpretation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

IITP-MT at CALCS2021: English to Hinglish Neural Machine Translation using Unsupervised Synthetic Code-Mixed Parallel Corpus.
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching, 2021

Invited Presentation.
Proceedings of the 14th Workshop on Building and Using Comparable Corpora, 2021

TextureVAE: Learning Interpretable Representations of Material Microstructures Using Variational Autoencoders.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

More the Merrier: Towards Multi-Emotion and Intensity Controllable Response Generation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindi.
Proceedings of the Combating Online Hostile Posts in Regional Languages during Emergency Situation, 2021

2020
Exploring Disorder-Aware Attention for Clinical Event Extraction.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Textual Entailment-Based Figure Summarization for Biomedical Articles.
ACM Trans. Multim. Comput. Commun. Appl., 2020

BERT-Caps: A Transformer-Based Capsule Network for Tweet Act Classification.
IEEE Trans. Comput. Soc. Syst., 2020

A Deep Neural Network Framework for English Hindi Question Answering.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Fusion of self-organizing map and granular self-organizing map for microblog summarization.
Soft Comput., 2020

Towards integrated dialogue policy learning for multiple domains and intents using Hierarchical Deep Reinforcement Learning.
Expert Syst. Appl., 2020

EmotionGIF-IITP-AINLPML: Ensemble-based Automated Deep Neural System for predicting category(ies) of a GIF response.
CoRR, 2020

Extracting N-ary Cross-sentence Relations using Constrained Subsequence Kernel.
CoRR, 2020

A Deep Learning Approach for Automatic Detection of Fake News.
CoRR, 2020

Reinforced Multi-task Approach for Multi-hop Question Generation.
CoRR, 2020

Utilizing Language Relatedness to improve Machine Translation: A Case Study on Languages of the Indian Subcontinent.
CoRR, 2020

Automatic evolution of bi-clusters from microarray data using self-organized multi-objective evolutionary algorithm.
Appl. Intell., 2020

Indowordnet's help in Indian language machine translation.
AI Soc., 2020

"A Passage to India": Pre-trained Word Embeddings for Indian Languages.
Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020

EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

IITP-AINLPML at SemEval-2020 Task 12: Offensive Tweet Identification and Target Categorization in a Multitask Environment.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Natural Language Generation Using Transformer Network in an Open-Domain Setting.
Proceedings of the Natural Language Processing and Information Systems, 2020

Recommendation Chart of Domains for Cross-Domain Sentiment Analysis: Findings of A 20 Domain Study.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

ScholarlyRead: A New Dataset for Scientific Article Reading Comprehension.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

A Platform for Event Extraction in Hindi.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Multi-domain Tweet Corpora for Sentiment Analysis: Resource Creation and Evaluation.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Challenge Dataset of Cognates and False Friend Pairs from Indian Languages.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

CEASE, a Corpus of Emotion Annotated Suicide notes in English.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Incorporating Politeness across Languages in Customer Care Responses: Towards building a Multi-lingual Empathetic Dialogue Agent.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Retrieval of Prior Court Cases Using Witness Testimonies.
Proceedings of the Legal Knowledge and Information Systems, 2020

Generating Fluent Translations from Disfluent Text Without Access to Fluent References: IIT Bombay@IWSLT2020.
Proceedings of the 17th International Conference on Spoken Language Translation, 2020

A Deep Transfer Learning Approach for Fake News Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Transformer based Approach for Identification of Tweet Acts.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Transfer Learning based Task-oriented Dialogue Policy for Multiple Domains using Hierarchical Reinforcement Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Improving Diversity and Reducing Redundancy in Paragraph Captions.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Syntax-Informed Interactive Neural Machine Translation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Persona aware Response Generation with Emotions.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Tweet to News Conversion: An Investigation into Unsupervised Controllable Text Generation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Unsupervised Aspect-Level Sentiment Controllable Style Transfer.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

A Unified Framework for Multilingual and Code-Mixed Visual Question Answering.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on Memes.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

A Survey on Using Gaze Behaviour for Natural Language Processing.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Assessing the Severity of Health States based on Social Media Posts.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Scientific Document Summarization using Citation Context and Multi-objective Optimization.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Automatic Parameter Selection of Granual Self-organizing Map for Microblog Summarization.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Reinforcement Learning Based Personalized Neural Dialogue Generation.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Active Learning Based Relation Classification for Knowledge Graph Construction from Conversation Data.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

D-Coref: A Fast and Lightweight Coreference Resolution Model using DistilBERT.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

A Multi-modal Personality Prediction System.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

Leveraging Alignment and Phonology for low-resource Indic to English Neural Machine Transliteration.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

Cognitively Aided Zero-Shot Automatic Essay Grading.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

Semantic Extractor-Paraphraser based Abstractive Summarization.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

Annotated Corpus of Tweets in English from Various Domains for Emotion Detection.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

An Empirical Study of Importance of Different Sections in Research Articles Towards Ascertaining Their Appropriateness to a Journal.
Proceedings of the Digital Libraries at Times of Massive Societal Transition, 2020

Source Code Authorship Attribution using Stacked classifier.
Proceedings of the Working Notes of FIRE 2020, 2020

Attention based Anaphora Resolution for Code-Mixed Social Media Text for Hindi Language.
Proceedings of the Working Notes of FIRE 2020, 2020

CFILT IIT Bombay@HASOC-Dravidian-CodeMix FIRE 2020: Assisting ensemble of transformers with random transliteration.
Proceedings of the Working Notes of FIRE 2020, 2020

CFILT IIT Bombay at HASOC 2020: Joint multitask learning of multilingual hate speech and offensive content detection system.
Proceedings of the Working Notes of FIRE 2020, 2020

A GRU-based Fake News Prediction System: Working Notes for UrduFake-FIRE 2020.
Proceedings of the Working Notes of FIRE 2020, 2020

Overview of the FIRE 2020 EDNIL Track: Event Detection from News in Indian Languages.
Proceedings of the Working Notes of FIRE 2020, 2020

FIRE 2020 EDNIL Track: Event Detection from News in Indian Languages.
Proceedings of the FIRE 2020: Forum for Information Retrieval Evaluation, 2020

IIITBH-IITP@CL-SciSumm20, CL-LaySumm20, LongSumm20.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing using Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Modelling Source- and Target- Language Syntactic Information as Conditional Context in Interactive Neural Machine Translation.
Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2020

Harnessing Deep Cross-lingual Word Embeddings to Infer Accurate Phylogenetic Trees.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

A Study of Efficacy of Cross-lingual Word Embeddings for Indian Languages.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Keep Your Dimensions on a Leash: True Cognate Detection using Siamese Deep Neural Networks.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Analysing cross-lingual transfer in lemmatisation for Indian languages.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Filtering Back-Translated Data in Unsupervised Neural Machine Translation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Reinforced Multi-task Approach for Multi-hop Question Generation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Mining Graph-based Features in Multi-objective Framework for Microblog Summarization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Can Neural Networks Automatically Score Essay Traits?
Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2020

Towards Emotion-aided Multi-modal Dialogue Act Classification.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Extracting Message Sequence Charts from Hindi Narrative Text.
Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, 2020

Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Multiobjective-Based Approach for Microblog Summarization.
IEEE Trans. Comput. Soc. Syst., 2019

Improving NER Tagging Performance in Low-Resource Languages via Multilingual Learning.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Tempo-HindiWordNet: A Lexical Knowledge-base for Temporal Information Processing.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Improving Word Embedding Coverage in Less-Resourced Languages Through Multi-Linguality and Cross-Linguality: A Case Study with Aspect-Based Sentiment Analysis.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Feature assisted stacked attentive shortest dependency path based Bi-LSTM model for protein-protein interaction.
Knowl. Based Syst., 2019

Extractive single document summarization using multi-objective optimization: Exploring self-organized differential evolution, grey wolf optimizer and water cycle algorithm.
Knowl. Based Syst., 2019

A Multi-Task Hierarchical Approach for Intent Detection and Slot Filling.
Knowl. Based Syst., 2019

Figure Summarization: A Multiobjective Optimization-Based Approach.
IEEE Intell. Syst., 2019

A Deep Attention based Framework for Image Caption Generation in Hindi Language.
Computación y Sistemas, 2019

Ordering Matters: Word Ordering Aware Unsupervised NMT.
CoRR, 2019

Machine Translation Evaluation using Bi-directional Entailment.
CoRR, 2019

Tale of tails using rule augmented sequence labeling for event extraction.
CoRR, 2019

Relation extraction between the clinical entities based on the shortest dependency path based LSTM.
CoRR, 2019

Automatic Scientific Document Clustering Using Self-organized Multi-objective Differential Evolution.
Cogn. Comput., 2019

Indic language computing.
Commun. ACM, 2019

Assembling translations from multi-engine machine translation outputs.
Appl. Soft Comput., 2019

Sophisticated SOM based genetic operators in multi-objective clustering framework.
Appl. Intell., 2019

Scientific Document Clustering using Granular Self-organizing Map.
Aust. J. Intell. Inf. Process. Syst., 2019

Multi-Lingual Attention based Multi-Intent Detection in Dialogue System.
Aust. J. Intell. Inf. Process. Syst., 2019

Machine Learning Based Optimized Pruning Approach for Decoding in Statistical Machine Translation.
IEEE Access, 2019

Utilizing Wordnets for Cognate Detection among Indian Languages.
Proceedings of the 10th Global Wordnet Conference, 2019

IITP-MT System for Gujarati-English News Translation Task at WMT 2019.
Proceedings of the Fourth Conference on Machine Translation, 2019

Parallel Corpus Filtering Based on Fuzzy String Matching.
Proceedings of the Fourth Conference on Machine Translation, 2019

Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task.
Proceedings of the Fourth Conference on Machine Translation, 2019

"When Numbers Matter!": Detecting Sarcasm in Numerical Portions of Text.
Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, 2019

Incorporation of Neighborhood Concept in Enhancing SOM Based Multi-label Classification.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

A Novel Approach Towards Fake News Detection: Deep Learning Augmented with Textual Entailment Features.
Proceedings of the Natural Language Processing and Information Systems, 2019

Extraction of Message Sequence Charts from Software Use-Case Descriptions.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

A Sentiment Augmented Deep Architecture to Predict Peer Review Outcomes.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Is the Paper Within Scope? Are You Fishing in the Right Pond?
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

A Deep Multimodal Investigation To Determine the Appropriateness of Scholarly Submissions.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

A Multiview Clustering Approach To Identify Out-of-Scope Submissions in Peer Review.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Incorporating Full Text and Bibliographic Features to Improve Scholarly Journal Recommendation.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Language-Agnostic Model for Aspect-Based Sentiment Analysis.
Proceedings of the 13th International Conference on Computational Semantics, 2019

Exploring Machine Learning and Deep Learning Frameworks for Task-Oriented Dialogue Act Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Tweet Act Classification : A Deep Learning based Classifier for Recognizing Speech Acts in Twitter.
Proceedings of the International Joint Conference on Neural Networks, 2019

To Comprehend the New: On Measuring the Freshness of a Document.
Proceedings of the International Joint Conference on Neural Networks, 2019

Multi-task Gated Contextual Cross-Modal Attention Framework for Sentiment and Emotion Analysis.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Multi-document Summarization Using Adaptive Composite Differential Evolution.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

A Deep Neural Framework for Contextual Affect Detection.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Gender Age and Dialect Recognition using Tweets in a Deep Learning Framework - Notebook for FIRE 2019.
Proceedings of the Working Notes of FIRE 2019, 2019

IIT Bombay at HASOC 2019: Supervised Hate Speech and Offensive Content Detection in Indo-European Languages.
Proceedings of the Working Notes of FIRE 2019, 2019

Context-aware Interactive Attention for Multi-modal Sentiment and Emotion Analysis.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Cognate Identification to improve Phylogenetic trees for Indian Languages.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019

Deep Models for Converting Sarcastic Utterances into their Non Sarcastic Interpretation.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019

Take Help from Elder Brother: Old to Modern English NMT with Phrase Pair Feedback.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

"News Title Can Be Deceptive" Title Body Consistency Detection for News Articles Using Text Entailment.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Techniques for Jointly Extracting Entities and Relations: A Survey.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Improving Low-Resource NMT with Parser Generated Syntactic Phrases.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Related Tasks Can Share! A Multi-task Framework for Affective Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Two-Phased Dynamic Language Model: Improved LM for Automated Language Translation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Multi-lingual Event Identification in Disaster Domain.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Investigations in Computational Sarcasm
Cognitive Systems Monographs 37, Springer, ISBN: 978-981-10-8395-2, 2018

Leveraging Orthographic Similarity for Multilingual Neural Transliteration.
Trans. Assoc. Comput. Linguistics, 2018

A Deep Ensemble Framework for Fake News Detection and Classification.
CoRR, 2018

Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour.
CoRR, 2018

A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction.
CoRR, 2018

Leveraging Medical Sentiment to Understand Patients Health on Social Media.
CoRR, 2018

Feature Assisted bi-directional LSTM Model for Protein-Protein Interaction Identification from Biomedical Texts.
CoRR, 2018

An AI aid to the editors. Exploring the possibility of an AI assisted article classification system.
CoRR, 2018

Hindi Wordnet for Language Teaching: Experiences and Lessons Learnt.
Proceedings of the 9th Global Wordnet Conference, 2018

Semi-automatic WordNet Linking using Word Embeddings.
Proceedings of the 9th Global Wordnet Conference, 2018

An Iterative Approach for Unsupervised Most Frequent Sense Detection using WordNet and Word Embeddings.
Proceedings of the 9th Global Wordnet Conference, 2018

pyiwn: A Python based API to access Indian Language WordNets.
Proceedings of the 9th Global Wordnet Conference, 2018

Synthesizing Audio for Hindi WordNet.
Proceedings of the 9th Global Wordnet Conference, 2018

Semantic Question Matching in Data Constrained Environment.
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

Identifying Participant Mentions and Resolving Their Coreferences in Legal Court Judgements.
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

Machine Translation of Low Resource Related Languages.
Proceedings of the 6th Intl. Workshop on Spoken Language Technologies for Under-Resourced Languages, 2018

Intent Detection for Spoken Language Understanding Using a Deep Ensemble Model.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Medical Sentiment Analysis using Social Media: Towards building a Patient Assisted System.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Morphology Injection for English-Malayalam Statistical Machine Translation.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Towards a Standardized Dataset for Noun Compound Interpretation.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

ASAP++: Enriching the ASAP Automated Essay Grading Dataset with Essay Attribute Scores.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

The IIT Bombay English-Hindi Parallel Corpus.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Indian Language Wordnets and their Linkages with Princeton WordNet.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Sentence Level Temporality Detection using an Implicit Time-sensed Resource.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Sarcasm Target Identification: Dataset and An Introductory Approach.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

A Deep Neural Network based Approach for Entity Extraction in Code-Mixed Indian Social Media Text.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Investigating Impact Features in Editorial Pre-Screening of Research Papers.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Cascaded SOM: An Improved Technique for Automatic Email Classification.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Reinforcement Learning Based Dialogue Management Strategy.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Exploring Deep Learning Architectures Coupled with CRF Based Prediction for Slot-Filling.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Deep Learning Based Multi-task Ensemble Model for Intent Detection and Slot Filling in Spoken Language Understanding.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Does Curriculum Learning help Deep Learning for Natural Language Generation?
Proceedings of the 15th International Conference on Natural Language Processing, 2018

Resolving Actor Coreferences in Hindi Narrative Text.
Proceedings of the 15th International Conference on Natural Language Processing, 2018

Helping each Other: A Framework for Customer-to-Customer Suggestion Mining using a Semi-supervised Deep Neural Network.
Proceedings of the 15th International Conference on Natural Language Processing, 2018

WupLeBleu: The Word-net Based Evaluation Metric for Machine Translation.
Proceedings of the 15th International Conference on Natural Language Processing, 2018

A Deep Learning Model for Event Extraction and Classification in Hindi for Disaster Domain.
Proceedings of the 15th International Conference on Natural Language Processing, 2018

Contextual Inter-modal Attention for Multi-modal Sentiment Analysis.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Combining Graph-Based Dependency Features with Convolutional Neural Network for Answer Triggering.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

The Whole is Greater than the Sum of its Parts: Towards the Effectiveness of Voting Ensemble Classifiers for Complex Word Identification.
Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

IITP-MT at WAT2018: Transformer-based Multilingual Indic-English Neural Machine Translation System.
Proceedings of the 32nd Pacific Asia Conference on Language, 2018

Multilingual Indian Language Translation System at WAT 2018: Many-to-one Phrase-based SMT.
Proceedings of the 32nd Pacific Asia Conference on Language, 2018

Identification of Alias Links among Participants in Narratives.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Thank "Goodness"! A Way to Measure Style in Student Essays.
Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 2018

Cognitively Inspired Natural Language Processing - An Investigation Based on Eye-tracking
Cognitive Intelligence and Robotics, Springer, ISBN: 978-981-13-1515-2, 2018

2017
Role of Morphology Injection in SMT: A Case Study from Indian Language Perspective.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

Feature selection and ensemble construction: A two-step method for aspect based sentiment analysis.
Knowl. Based Syst., 2017

Automatic Sarcasm Detection: A Survey.
ACM Comput. Surv., 2017

Relation Extraction : A Survey.
CoRR, 2017

Auto Analysis of Customer Feedback using CNN and GRU Network.
CoRR, 2017

Bilingual Words and Phrase Mappings for Marathi and Hindi SMT.
CoRR, 2017

Phrase Pair Mappings for Hindi-English Statistical Machine Translation.
CoRR, 2017

Morphology Generation for Statistical Machine Translation.
CoRR, 2017

Indowordnets help in Indian Language Machine Translation.
CoRR, 2017

Role of Morphology Injection in Statistical Machine Translation.
CoRR, 2017

"Having 2 hours to write a paper is fun!": Detecting Sarcasm in Numerical Portions of Text.
CoRR, 2017

Comparison of SMT and RBMT; The Requirement of Hybridization for Marathi-Hindi MT.
CoRR, 2017

Lexical Resources for Hindi Marathi MT.
CoRR, 2017

A case study on English-Malayalam Machine Translation.
CoRR, 2017

Utilizing Lexical Similarity for pivot translation involving resource-poor, related languages.
CoRR, 2017

SMPOST: Parts of Speech Tagger for Code-Mixed Indic Social Media Text.
CoRR, 2017

IITP at EmoInt-2017: Measuring Intensity of Emotions using Sentence Embeddings and Optimized Features.
Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

TCS Research at TAC 2017: Joint Extraction of Entities and Relations from Drug Labels using an Ensemble of Neural Networks.
Proceedings of the 2017 Text Analysis Conference, 2017

IITP at SemEval-2017 Task 8 : A Supervised Approach for Rumour Evaluation.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

IITPB at SemEval-2017 Task 5: Sentiment Prediction in Financial Text.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Towards Harnessing Memory Networks for Coreference Resolution.
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

Expect the Unexpected: Harnessing Sentence Completion for Sarcasm Detection.
Proceedings of the Computational Linguistics, 2017

Temporality as Seen through Translation: A Case Study on Hindi Texts.
Proceedings of Machine Translation Summit XVI, Volume 1: Research Track, 2017

Identifying Raga Similarity Through Embeddings Learned from Compositions' Notation.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Towards Lower Bounds on Number of Dimensions for Word Embeddings.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network.
Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

A Self Organizing Map Based Multi-objective Framework for Automatic Evolution of Clusters.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Document Level Novelty Detection: Textual Entailment Lends a Helping Hand.
Proceedings of the 14th International Conference on Natural Language Processing, 2017

Hindi Shabdamitra: A Wordnet based E-Learning Tool for Language Learning and Teaching.
Proceedings of the 14th International Conference on Natural Language Processing, 2017

Is your Statement Purposeless? Predicting Computer Science Graduation Admission Acceptance based on Statement Of Purpose.
Proceedings of the 14th International Conference on Natural Language Processing, 2017

Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Learning variable length units for SMT between related languages via Byte Pair Encoding.
Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017

A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

End-to-end Relation Extraction using Neural Networks and Markov Logic Networks.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

A Comparison Among Significance Tests and Other Feature Building Methods for Sentiment Analysis: A First Study.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Improved Best-First Clustering for Coreference Resolution in Indian Classical Music Forums.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Adapting Pre-trained Word Embeddings For Use In Medical Coding.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Comparing Recurrent and Convolutional Architectures for English-Hindi Neural Machine Translation.
Proceedings of the 4th Workshop on Asian Translation, 2017

Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Scanpath Complexity: Modeling Reading Effort Using Gaze Information.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Query Expansion in Resource-Scarce Languages: A Multilingual Framework Utilizing Document Structure.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

A Framework that Uses the Web for Named Entity Class Identification: Case Study for Indian Classical Music Forums.
Computación y Sistemas, 2016

Sharing Network Parameters for Crosslingual Named Entity Recognition.
CoRR, 2016

Prepositional Attachment Disambiguation Using Bilingual Parsing and Alignments.
CoRR, 2016

'Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection.
CoRR, 2016

Automatic Identification of Sarcasm Target: An Introductory Approach.
CoRR, 2016

Mapping it differently: A solution to the linking challenges.
Proceedings of the 8th Global WordNet Conference, 2016

Detection of Compound Nouns and Light Verb Constructions using IndoWordNet.
Proceedings of the 8th Global WordNet Conference, 2016

High, Medium or Low? Detecting Intensity Variation Among polar synonyms in WordNet.
Proceedings of the 8th Global WordNet Conference, 2016

Samāsa-Kartā: An Online Tool for Producing Compound Words using IndoWordNet.
Proceedings of the 8th Global WordNet Conference, 2016

IndoWordNet Conversion to Web Ontology Language (OWL).
Proceedings of the 8th Global WordNet Conference, 2016

A picture is worth a thousand words: Using OpenClipArt library for enriching IndoWordNet.
Proceedings of the 8th Global WordNet Conference, 2016

Sophisticated Lexical Databases - Simplified Usage: Mobile Applications and Browser Plugins For Wordnets.
Proceedings of the 8th Global WordNet Conference, 2016

IndoWordNet: : Similarity- Computing Semantic Similarity and Relatedness using IndoWordNet.
Proceedings of the 8th Global WordNet Conference, 2016

Detecting Most Frequent Sense using Word Embeddings and BabelNet.
Proceedings of the 8th Global WordNet Conference, 2016

Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors.
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

Faster Decoding for Subword Level Phrase-based SMT between Related Languages.
Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects, 2016

Statistical Machine Translation between Related Languages.
Proceedings of the Tutorial Abstracts, 2016

Multiword Expressions Dataset for Indian Languages.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Lexical Resources to Enrich English Malayalam Machine Translation.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

That'll Do Fine!: A Coarse Lexical Resource for English-Hindi MT, Using Polylingual Topic Models.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

SlangNet: A WordNet like resource for English Slang.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Synset Ranking of Hindi WordNet.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American Text.
Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, 2016

Rule based hardware approach for machine transliteration: A first thought.
Proceedings of the Sixth International Symposium on Embedded Computing and System Design, 2016

A deep learning architecture for protein-protein Interaction Article identification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A Recurrent Neural Network Architecture for De-identifying Clinical Records.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

Meaning Matters: Senses of Words are More Informative than Words for Cross-domain Sentiment Analysis.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

Verbframator: Semi-Automatic Verb Frame Annotator Tool with Special Reference to Marathi.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

On Why Coarse Class Classification is Bottleneck in Noun Compound Interpretation.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

Opinion Mining in a Code-Mixed Environment: A Case Study with Government Portals.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

Can SMT and RBMT Improve each other's Performance?- An Experiment with English-Hindi Translation.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

A Hybrid Approach for Entity Extraction in Code-Mixed Social Media Data.
Proceedings of the Working notes of FIRE 2016, 2016

Orthographic Syllable as basic unit for SMT between Related Languages.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Are Word Embedding-based Features Useful for Sarcasm Detection?
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Leveraging Cognitive Features for Sentiment Analysis.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Substring-based unsupervised transliteration with phonetic and contextual knowledge.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series 'Friends'.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification.
Proceedings of the COLING 2016, 2016

A Hybrid Deep Learning Architecture for Sentiment Analysis.
Proceedings of the COLING 2016, 2016

End-to-End Relation Extraction Using Markov Logic Networks.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

A Deep Learning Solution to Named Entity Recognition.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Aspect Based Sentiment Analysis: Category Detection and Sentiment Classification for Hindi.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

IIT Bombay's English-Indonesian submission at WAT: Integrating Neural Language Models with SMT.
Proceedings of the 3rd Workshop on Asian Translation, 2016

IITP English-Hindi Machine Translation System at WAT 2016.
Proceedings of the 3rd Workshop on Asian Translation, 2016

Harnessing Cognitive Features for Sarcasm Detection.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Deep Learning Architecture for Patient Data De-identification in Clinical Records.
Proceedings of the Clinical Natural Language Processing Workshop, 2016

How Challenging is Sarcasm versus Irony Classification?: A Study With a Dataset from English Literature.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

WWDS APIs: Application Programming Interfaces for Efficient Manipulation of World WordNet Database Structure.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Predicting Readers' Sarcasm Understandability by Modeling Gaze Behavior.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

EmoGram: An Open-Source Time Sequence-Based Emotion Tracker and Its Innovative Applications.
Proceedings of the Knowledge Extraction from Text, 2016

2015
Word Sense Induction for Better Lexical Choice.
Res. Comput. Sci., 2015

Staged Approach for Grammatical Gender Identification of Nouns using Association Rule Mining and Classification.
Res. Comput. Sci., 2015

Expectation Maximization Algorithm for Domain Specific Ontology Extraction.
Res. Comput. Sci., 2015

Your Sentiment Precedes You: Using an author's historical tweets to predict sarcasm.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

Coreference Resolution to Support IE from Indian Classical Music Forums.
Proceedings of the Recent Advances in Natural Language Processing, 2015

Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Leveraging Small Multilingual Corpora for SMT Using Many Pivot Languages.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Unsupervised Most Frequent Sense Detection using Word Embeddings.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Detection of Multiword Expressions for Hindi Language using Word Embeddings and WordNet-based Features.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Domain Sentiment Matters: A Two Stage Sentiment Analyzer.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Post-editing a chapter of a specialized textbook into 7 languages: importance of terminological proximity with English for productivity.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Solving Data Sparsity by Morphology Injection in Factored SMT.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

IndoWordNet Dictionary: An Online Multilingual Dictionary using IndoWordNet.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Automated Analysis of Bangla Poetry for Classification and Poet Identification.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Noun Phrase Chunking for Marathi using Distant Supervision.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Triangulation of Reordering Tables: An Advancement Over Phrase Table Triangulation in Pivot-Based SMT.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Let Sense Bags Do Talking: Cross Lingual Word Semantic Similarity for English and Hindi.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Augmenting Pivot based SMT with word segmentation.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Investigating the potential of post-ordering SMT output to improve translation quality.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Addressing Class Imbalance in Grammatical Error Detection with Evaluation Metric Optimization.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Using Multilingual Topic Models for Improved Alignment in English-Hindi MT.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

TransChat: Cross-Lingual Instant Messaging for Indian Languages.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

A temporal expression recognition system for medical documents by.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Judge a Book by its Cover: Conservative Focused Crawling under Resource Constraints.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Logistic Regression for Automatic Lexical Level Morphological Paradigm Selection for Konkani Nouns.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Using Word Embeddings for Bilingual Unsupervised WSD.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Adjective Intensity and Sentiment Analysis.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Monotone Submodularity in Opinion Summaries.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Data representation methods and use of mined corpora for Indian language transliteration.
Proceedings of the Fifth Named Entity Workshop, 2015

Harnessing Context Incongruity for Sarcasm Detection.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

A Computational Approach to Automatic Prediction of Drunk-Texting.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
A Framework for Learning Morphology using Suffix Association Matrix.
Proceedings of the Fifth Workshop on South and Southeast Asian Natural Language Processing, 2014

Do not do processing, when you can look up: Towards a Discrimination Net for WSD.
Proceedings of the Seventh Global Wordnet Conference, 2014

IndoWordnet Visualizer: A Graphical User Interface for Browsing and Exploring Wordnets of Indian Languages.
Proceedings of the Seventh Global Wordnet Conference, 2014

Semi-Automatic Extension of Sanskrit Wordnet using Bilingual Dictionary.
Proceedings of the Seventh Global Wordnet Conference, 2014

Facilitating Multi-Lingual Sense Annotation: Human Mediated Lemmatizer.
Proceedings of the Seventh Global Wordnet Conference, 2014

Graph Based Algorithm for Automatic Domain Segmentation of WordNet.
Proceedings of the Seventh Global Wordnet Conference, 2014

LAYERED: Metric for Machine Translation Evaluation.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

The IIT Bombay Hindi-English Translation System at WMT 2014.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

A cognitive study of subjectivity extraction in sentiment annotation.
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Dive deeper: Deep Semantics for Sentiment Analysis.
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Shata-Anuvadak: Tackling Multiway Translation of Indian Languages.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

When Transliteration Met Crowdsourcing : An Empirical Study of Transliteration via Crowdsourcing using Efficient, Non-redundant and Fair Quality Control.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Enforcing structure on textual use cases via annotation models.
Proceedings of the 7th India Software Engineering Conference, Chennai, 2014

A Sentiment Analyzer for Hindi Using Hindi Senti Lexicon.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Introduction to Synskarta: An Online Interface for Synset Creation with Special Reference to Sanskrit.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

PaCMan : Parallel Corpus Management Workbench.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

AutoParSe: An Automatic Paradigm Selector For Nouns in Konkani.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Anou Tradir: Experiences In Building Statistical Machine Translation Systems For Mauritian Languages - Creole, English, French.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Tackling Close Cousins: Experiences In Developing Statistical Machine Translation Systems For Marathi And Hindi.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Supertag Based Pre-ordering in Machine Translation.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Merging Verb Senses of Hindi WordNet using Word Embeddings.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

HinMA: Distributed Morphology based Hindi Morphological Analyzer.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Tuning a Grammar Correction System for Increased Precision.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task, 2014

Measuring Sentiment Annotation Complexity of Text.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Sentiment Analysis : A Literature Survey
CoRR, 2013

CFILT-CORE: Semantic Textual Similarity using Universal Networking Language.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

IITB-Sentiment-Analysts: Participation in Sentiment Analysis in Twitter SemEval 2013 Task.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

More than meets the eye: Study of Human Cognition in Sense Annotation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Little by Little: Semi Supervised Stemming through Stem Set Minimization.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Structure Cognizant Pseudo Relevance Feedback.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Detecting Domain Dedicated Polar Words.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Making Headlines in Hindi: Automatic English to Hindi News Headline Translation.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Automated Grammar Correction Using Hierarchical Phrase-Based Statistical Machine Translation.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

IITB System for CoNLL 2013 Shared Task: A Hybrid Approach to Grammatical Error Correction.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task, 2013

Lost in Translation: Viability of Machine Translation for Cross Language Sentiment Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Detecting Turnarounds in Sentiment Analysis: Thwarting.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

The Haves and the Have-Nots: Leveraging Unlabelled Corpora for Sentiment Analysis.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Automatically Predicting Sentence Translation Difficulty.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

TransDoop: A Map-Reduce based Crowdsourced Translation for Complex Domain.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Neighbors Help: Bilingual Unsupervised WSD Using Context.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

IndoNet: A Multilingual Lexical Knowledge Network for Indian Languages.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Building Multilingual Search Index using open source framework.
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing, 2012

Error tracking in search engine development.
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing, 2012

janardhan: Semantic Textual Similarity using Universal Networking Language graph matching.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

WikiSent: Weakly Supervised Sentiment Analysis through Extractive Summarization with Wikipedia.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Experiences in Resource Generation for Machine Translation through Crowdsourcing.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Cost and Benefit of Using WordNet Senses for Sentiment Analysis.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Towards Efficient Named-Entity Rule Induction for Customizability.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Cross-Lingual Sentiment Analysis for Indian Languages using Linked WordNets.
Proceedings of the COLING 2012, 2012

YouCat: Weakly Supervised Youtube Video Categorization System from Meta Data & User Comments using WordNet & Wikipedia.
Proceedings of the COLING 2012, 2012

Sentiment Analysis in Twitter with Lightweight Discourse Analysis.
Proceedings of the COLING 2012, 2012

Partially modelling word reordering as a sequence labelling problem.
Proceedings of the Workshop on Reordering for Statistical Machine Translation@COLING 2012, 2012

Discrimination-Net for Hindi.
Proceedings of the COLING 2012, 2012

Automated Paradigm Selection for FSA based Konkani Verb Morphological Analyzer.
Proceedings of the COLING 2012, 2012

Morphological Analyzer for Affix Stacking Languages: A Case Study of Marathi.
Proceedings of the COLING 2012, 2012

I Can Sense It: a Comprehensive Online System for WSD.
Proceedings of the COLING 2012, 2012

Eating Your Own Cooking: Automatically Linking Wordnet Synsets of Two Languages.
Proceedings of the COLING 2012, 2012

TwiSent: a multistage system for analyzing sentiment in twitter.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Optimal Stem Identification in Presence of Suffix List.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Feature Specific Sentiment Analysis for Product Reviews.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Domain Specific Ontology Extractor For Indian Languages.
Proceedings of the 10th Workshop on Asian Language Resources, 2012

2011
Robust Sense-based Sentiment Classification.
Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis, 2011

Clause-Based Reordering Constraints to Improve Statistical Machine Translation.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

It Takes Two to Tango: A Bilingual Unsupervised Approach for Estimating Sense Distributions using Expectation Maximization.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Harnessing WordNet Senses for Supervised Sentiment Classification.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Together We Can: Bilingual Bootstrapping for WSD.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

C-Feel-It: A Sentiment Analyzer for Micro-blogs.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Compositional Machine Transliteration.
ACM Trans. Asian Lang. Inf. Process., 2010

Weak Translation Problems - a case study of Scriptural Translation.
Proceedings of the Actes de la 17e conférence sur le Traitement Automatique des Langues Naturelles. Articles courts, 2010

Lexical Based Text Entailment System for Main Task of RTE6.
Proceedings of the Third Text Analysis Conference, 2010

Analysis of Noori Nasta'leeq for major Pakistani languages.
Proceedings of the 2nd Workshop on Spoken Language Technologies for Under-Resourced Languages, 2010

Multilingual PRF: english lends a helping hand.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

OWNS: Cross-lingual Word Sense Disambiguation Using Weighted Overlap Counts and Wordnet Based Similarity Measures.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

CFILT: Resource Conscious Approaches for All-Words Domain Specific WSD.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Gloss in Sanskrit Wordnet.
Proceedings of the Sanskrit Computational Linguistics, 2010

Everybody loves a rich cousin: An empirical study of transliteration through bridge languages.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

IndoWordNet.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Connectionist predicate logic model with parallel execution of rule chains.
Proceedings of the ICWET '10 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 26, 2010

A connectionist knowledge based system using coarse-coded distributed representations.
Proceedings of the ICWET '10 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 26, 2010

On Improving Pseudo-Relevance Feedback Using Pseudo-Irrelevant Documents.
Proceedings of the Advances in Information Retrieval, 2010

Finite-state Scriptural Translation.
Proceedings of the COLING 2010, 2010

Value for Money: Balancing Annotation Effort, Lexicon Building and Accuracy for Multilingual WSD.
Proceedings of the COLING 2010, 2010

Verbs are where all the action lies: Experiences of Shallow Parsing of a Morphologically Rich Language.
Proceedings of the COLING 2010, 2010

Think Globally, Apply Locally: Using Distributional Characteristics for Hindi Named Entity Identification.
Proceedings of the 2010 Named Entities Workshop, 2010

All Words Domain Adapted WSD: Finding a Middle Ground between Supervision and Unsupervision.
Proceedings of the ACL 2010, 2010

Multilingual Pseudo-Relevance Feedback: Performance Study of Assisting Languages.
Proceedings of the ACL 2010, 2010

PR + RQ ALMOST EQUAL TO PQ: Transliteration Mining Using Bridge Language.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages.
Proceedings of the Inductive Logic Programming, 19th International Conference, 2009

Context-Sensitive Semantic Smoothing using Semantically Relatable Sequences.
Proceedings of the IJCAI 2009, 2009

"A term is known by the company it keeps": On Selecting a Good Expansion Set in Pseudo-Relevance Feedback.
Proceedings of the Advances in Information Retrieval Theory, 2009

Projecting Parameters for Multilingual Word Sense Disambiguation.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A Hybrid Model for Urdu Hindi Transliteration.
Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration, 2009

Improving Transliteration Accuracy Using Word-Origin Detection and Lexicon Lookup.
Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration, 2009

Case markers and Morphology: Addressing the crux of the fluency problem in English-Hindi SMT.
Proceedings of the ACL 2009, 2009

2008
Verbal Roots in the Sanskrit Wordnet.
Proceedings of the Sanskrit Computational Linguistics, 2008

A Common Parts-of-Speech Tagset Framework for Indian Languages.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Lexical Resources for Semantics Extraction.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Simple Syntactic and Morphological Processing Can Help English-Hindi Statistical Machine Translation.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Hindi and Marathi to English Cross Language Information Retrieval.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Hindi Urdu Machine Transliteration using Finite-State Transducers.
Proceedings of the COLING 2008, 2008

Hindi Compound Verbs and their Automatic Extraction.
Proceedings of the COLING 2008, 2008

Designing a Common POS-Tagset Framework for Indian Languages.
Proceedings of the 6th Workshop on Asian Language Resources, 2008

2007
Mapping and Structural Analysis of Multi-lingual Wordnets.
IEEE Data Eng. Bull., 2007

Initiative for Indian Language IR Evaluation.
Proceedings of the 1st International Workshop on Evaluating Information Access, 2007

Hindi generation from interlingua.
Proceedings of Machine Translation Summit XI: Papers, 2007

A Flexible Unsupervised PP-Attachment Method Using Semantic Information.
Proceedings of the IJCAI 2007, 2007

Semantic Analysis of 'to'.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

Hindi to English and Marathi to English Cross Language Information Retrieval Evaluation.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Hindi and Marathi to English Cross Language Information Retrieval at CLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

2006
Complex predicates in Indian languages and wordnets.
Lang. Resour. Evaluation, 2006

Morphological Richness Offsets Resource Demand - Experiences in Constructing a POS Tagger for Hindi.
Proceedings of the ACL 2006, 2006

2005
Text Similarity Measurement Using Concept Representation of Texts.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Semantically Relatable Sets: Building Blocks for Representing Semantics.
Proceedings of Machine Translation Summit X: Papers, 2005

A Connectionist Model for Predicate Logic Reasoning Using Coarse-Coded Distributed Representations.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

A model for handling approximate, noisy or incomplete labeling in text classification.
Proceedings of the Machine Learning, 2005

2004
Is question answering an acquired skill?
Proceedings of the 13th international conference on World Wide Web, 2004

A gloss-centered algorithm for disambiguation.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

Generic Text Summarization Using WordNet.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

2003
Text Representation with WordNet Synsets Using Soft Sense Disambiguation.
Ingénierie des Systèmes d Inf., 2003

2002
Syntactic Alternations of Hindi Verbs with Reference to the Morphological Paradigm.
Proceedings of the 2002 Language Engineering Conference (LEC 2002), 2002

2001
Interlingua-based English-Hindi Machine Translation and Language Divergence.
Mach. Transl., 2001

1999
Application of a Steerable Wavelet Transform using Neural Network for Signature Verification.
Pattern Anal. Appl., 1999

1998
Color Edge Detection Using Orthogonal Polynominals.
Proceedings of the Computer Vision, 1998

1997
On unsupervised segmentation of color texture images.
Proceedings of the Fourth International on High-Performance Computing, 1997

Development of an Audio-visual Database System for Human Identification.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1993
Learning Classes of Regular and Linear Languages in Valiant's Learnability Framework.
Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1993


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