Mitesh M. Khapra

According to our database, Mitesh M. Khapra authored at least 121 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages.

Mohammed Safi Ur Rahman Khan, Priyam Mehta, Ananth Sankar, Umashankar Kumaravelan, Sumanth Doddapaneni, Suriyaprasaad G, Varun Balan G, Sparsh Jain, Anoop Kunchukuttan, Pratyush Kumar, Raj Dabre, Mitesh M. Khapra

CoRR, 2024

IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages.

Tahir Javed, Janki Atul Nawale, Eldho Ittan George, Sakshi Joshi, Kaushal Santosh Bhogale, Deovrat Mehendale, Ishvinder Virender Sethi, Aparna Ananthanarayanan, Hafsah Faquih, Pratiti Palit, Sneha Ravishankar, Saranya Sukumaran, Tripura Panchagnula, Sunjay Murali, Kunal Sharad Gandhi, Ambujavalli R, Manickam K. M, C. Venkata Vaijayanthi, Krishnan Srinivasa Raghavan Karunganni, Pratyush Kumar, Mitesh M. Khapra

CoRR, 2024

Airavata: Introducing Hindi Instruction-tuned LLM.

Jay P. Gala, Thanmay Jayakumar, Jaavid Aktar Husain, Aswanth Kumar M, Mohammed Safi Ur Rahman Khan, Diptesh Kanojia, Ratish Puduppully, Mitesh M. Khapra, Raj Dabre, V. Rudra Murthy, Anoop Kunchukuttan

CoRR, 2024

An Empirical Analysis of In-context Learning Abilities of LLMs for MT.

Pranjal A. Chitale, Jay P. Gala, Varun Gumma, Mitesh M. Khapra, Raj Dabre

CoRR, 2024

A Comprehensive Analysis of Adapter Efficiency.

Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

A Survey of Evaluation Metrics Used for NLG Systems.

Ananya B. Sai, Akash Kumar Mohankumar, Mitesh M. Khapra

ACM Comput. Surv., 2023

A Survey of Adversarial Defenses and Robustness in NLP.

Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran

ACM Comput. Surv., 2023

IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages.

Jay P. Gala, Pranjal A. Chitale, Raghavan AK, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, Janki Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan

CoRR, 2023

Bhasha-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages.

Yash Madhani, Mitesh M. Khapra, Anoop Kunchukuttan

CoRR, 2023

Svarah: Evaluating English ASR Systems on Indian Accents.

Tahir Javed, Sakshi Joshi, Vignesh Nagarajan, Sai Sundaresan, Janki Nawale, Abhigyan Raman, Kaushal Santosh Bhogale, Pratyush Kumar, Mitesh M. Khapra

CoRR, 2023

Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR.

Kaushal Santosh Bhogale, Sai Sundaresan, Abhigyan Raman, Tahir Javed, Mitesh M. Khapra, Pratyush Kumar

CoRR, 2023

Towards Building Text-to-Speech Systems for the Next Billion Users.

Gokul Karthik Kumar, Praveen S. V, Pratyush Kumar, Mitesh M. Khapra, Karthik Nandakumar

Proceedings of the IEEE International Conference on Acoustics, 2023

Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages.

Kaushal Santosh Bhogale, Abhigyan Raman, Tahir Javed, Sumanth Doddapaneni, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the IEEE International Conference on Acoustics, 2023

Aksharantar: Open Indic-language Transliteration datasets and models for the Next Billion Users.

Yash Madhani, Sushane Parthan, Priyanka Bedekar, Gokul NC, Ruchi Khapra, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages.

Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni, Mitesh M. Khapra, Pratyush Kumar, V. Rudra Murthy, Anoop Kunchukuttan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Bhasa-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages.

Yash Madhani, Mitesh M. Khapra, Anoop Kunchukuttan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages.

Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages.

Ananya B. Sai, Tanay Dixit, Vignesh Nagarajan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages.

Tahir Javed, Kaushal Santosh Bhogale, Abhigyan Raman, Pratyush Kumar, Anoop Kunchukuttan, Mitesh M. Khapra

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Scaling Graph Propagation Kernels for Predictive Learning.

Priyesh Vijayan, Yash Chandak, Mitesh M. Khapra, Srinivasan Parthasarathy, Balaraman Ravindran

Frontiers Big Data, 2022

IndicXTREME: A Multi-Task Benchmark For Evaluating Indic Languages.

Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar

CoRR, 2022

Aksharantar: Towards building open transliteration tools for the next billion users.

Yash Madhani, Sushane Parthan, Priyanka Bedekar, Ruchi Khapra, Vivek Seshadri, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

CoRR, 2022

A Survey in Adversarial Defences and Robustness in NLP.

Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran

CoRR, 2022

IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages.

Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar

CoRR, 2022

Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets.

Gokul NC, Manideep Ladi, Sumit Negi, Prem Selvaraj, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages.

Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M. Khapra, Pratyush Kumar

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages.

Prem Selvaraj, Gokul N. C., Pratyush Kumar, Mitesh M. Khapra

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons.

Akash Kumar Mohankumar, Mitesh M. Khapra

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

IndicBART: A Pre-trained Model for Indic Natural Language Generation.

Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Input-specific Attention Subnetworks for Adversarial Detection.

Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Towards Building ASR Systems for the Next Billion Users.

Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Framework for Rationale Extraction for Deep QA models.

Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra

CoRR, 2021

On the Prunability of Attention Heads in Multilingual BERT.

Aakriti Budhraja, Madhura Pande, Pratyush Kumar, Mitesh M. Khapra

CoRR, 2021

IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages.

Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar

CoRR, 2021

A Primer on Pretrained Multilingual Language Models.

Sumanth Doddapaneni, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

CoRR, 2021

Unsupervised Deep Video Denoising.

Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier, Mitesh M. Khapra, Eero P. Simoncelli, Carlos Fernandez-Granda

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Perturbation CheckLists for Evaluating NLG Evaluation Metrics.

Ananya B. Sai, Tanay Dixit, Dev Yashpal Sheth, Sreyas Mohan, Mitesh M. Khapra

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A Joint Training Framework for Open-World Knowledge Graph Embeddings.

Karthik Visweswariah, Beethika Tripathi, Mitesh M. Khapra, Balaraman Ravindran

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT.

Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Systematic Evaluation of Object Detection Networks for Scientific Plots.

Pritha Ganguly, Nitesh S. Methani, Mitesh M. Khapra, Pratyush Kumar

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining.

Ananya B. Sai, Akash Kumar Mohankumar, Siddhartha Arora, Mitesh M. Khapra

Trans. Assoc. Comput. Linguistics, 2020

Evaluating a Generative Adversarial Framework for Information Retrieval.

Ameet Deshpande, Mitesh M. Khapra

CoRR, 2020

On the Importance of Local Information in Transformer Based Models.

Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra

CoRR, 2020

On Incorporating Structural Information to improve Dialogue Response Generation.

Nikita Moghe, Priyesh Vijayan, Balaraman Ravindran, Mitesh M. Khapra

CoRR, 2020

AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages.

Anoop Kunchukuttan, Divyanshu Kakwani, Satish Golla, Gokul N. C., Avik Bhattacharyya, Mitesh M. Khapra, Pratyush Kumar

CoRR, 2020

PlotQA: Reasoning over Scientific Plots.

Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra, Pratyush Kumar

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

INCLUDE: A Large Scale Dataset for Indian Sign Language Recognition.

Advaith Sridhar, Rohith Gandhi Ganesan, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Towards Interpreting BERT for Reading Comprehension Based QA.

Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

iNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages.

Divyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, Gokul N. C., Avik Bhattacharyya, Mitesh M. Khapra, Pratyush Kumar

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

On the weak link between importance and prunability of attention heads.

Aakriti Budhraja, Madhura Pande, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages.

Emil Biju, Anirudh Sriram, Mitesh M. Khapra, Pratyush Kumar

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Towards Transparent and Explainable Attention Models.

Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Improving NER Tagging Performance in Low-Resource Languages via Multilingual Learning.

V. Rudra Murthy, Mitesh M. Khapra, Pushpak Bhattacharyya

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems.

Suman Banerjee, Mitesh M. Khapra

Trans. Assoc. Comput. Linguistics, 2019

Studying the plasticity in deep convolutional neural networks using random pruning.

Deepak Mittal, Shweta Bhardwaj, Mitesh M. Khapra, Balaraman Ravindran

Mach. Vis. Appl., 2019

Scene Graph based Image Retrieval - A case study on the CLEVR Dataset.

Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra

CoRR, 2019

Data Interpretation over Plots.

Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra, Pratyush Kumar

CoRR, 2019

Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples.

Soham Parikh, Ananya B. Sai, Preksha Nema, Mitesh M. Khapra

CoRR, 2019

On Knowledge distillation from complex networks for response prediction.

Siddhartha Arora, Mitesh M. Khapra, Harish G. Ramaswamy

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

FigureNet : A Deep Learning model for Question-Answering on Scientific Plots.

Revanth Reddy, Rahul Ramesh, Ameet Deshpande, Mitesh M. Khapra

Proceedings of the International Joint Conference on Neural Networks, 2019

Let's Ask Again: Refine Network for Automatic Question Generation.

Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Efficient Video Classification Using Fewer Frames.

Shweta Bhardwaj, Mukundhan Srinivasan, Mitesh M. Khapra

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses.

Ananya B. Sai, Mithun Das Gupta, Mitesh M. Khapra, Mukundhan Srinivasan

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Leveraging Orthographic Similarity for Multilingual Neural Transliteration.

Anoop Kunchukuttan, Mitesh M. Khapra, Gurneet Singh, Pushpak Bhattacharyya

Trans. Assoc. Comput. Linguistics, 2018

A Question-Answering framework for plots using Deep learning.

Revanth Reddy, Rahul Ramesh, Ameet Deshpande, Mitesh M. Khapra

CoRR, 2018

Fusion Graph Convolutional Networks.

Priyesh Vijayan, Yash Chandak, Mitesh M. Khapra, Balaraman Ravindran

CoRR, 2018

HOPF: Higher Order Propagation Framework for Deep Collective Classification.

Priyesh Vijayan, Yash Chandak, Mitesh M. Khapra, Balaraman Ravindran

CoRR, 2018

Learning Disentangled Multimodal Representations for the Fashion Domain.

Amrita Saha, Megha Nawhal, Mitesh M. Khapra, Vikas C. Raykar

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks.

Deepak Mittal, Shweta Bhardwaj, Mitesh M. Khapra, Balaraman Ravindran

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

On Controllable Sparse Alternatives to Softmax.

Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh M. Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization.

Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization.

Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions.

Soham Parikh, Ananya Sai, Preksha Nema, Mitesh M. Khapra

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards a Better Metric for Evaluating Question Generation Systems.

Preksha Nema, Mitesh M. Khapra

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Towards Exploiting Background Knowledge for Building Conversation Systems.

Nikita Moghe, Siddhartha Arora, Suman Banerjee, Mitesh M. Khapra

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames.

Shweta Bhardwaj, Mitesh M. Khapra

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

A Dataset for Building Code-Mixed Goal Oriented Conversation Systems.

Suman Banerjee, Nikita Moghe, Siddhartha Arora, Mitesh M. Khapra

Proceedings of the 27th International Conference on Computational Linguistics, 2018

DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension.

Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph.

Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Towards Building Large Scale Multimodal Domain-Aware Conversation Systems.

Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations.

Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan

CoRR, 2017

A Concept Driven Graph Based Approach for Estimating the Focus Time of a Document.

Shashank Shrivastava, Mitesh M. Khapra, Sutanu Chakraborti

Proceedings of the Mining Intelligence and Knowledge Exploration, 2017

Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources in the same domain.

Janarthanan Rajendran, Aravind S. Lakshminarayanan, Mitesh M. Khapra, P. Prasanna, Balaraman Ravindran

Proceedings of the 5th International Conference on Learning Representations, 2017

Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model.

Sathish Reddy, Dinesh Raghu, Mitesh M. Khapra, Sachindra Joshi

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Diversity driven attention model for query-based abstractive summarization.

Preksha Nema, Mitesh M. Khapra, Anirban Laha, Balaraman Ravindran

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Correlational Neural Networks.

Sarath Chandar, Mitesh M. Khapra, Hugo Larochelle, Balaraman Ravindran

Neural Comput., 2016

Sharing Network Parameters for Crosslingual Named Entity Recognition.

Rudramurthy V, Mitesh M. Khapra, Pushpak Bhattacharyya

CoRR, 2016

Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning.

Janarthanan Rajendran, Mitesh M. Khapra, Sarath Chandar, Balaraman Ravindran

Proceedings of the NAACL HLT 2016, 2016

Multilingual Multimodal Language Processing Using Neural Networks.

Mitesh M. Khapra, Sarath Chandar

Proceedings of the Tutorial Abstracts, 2016

Statistical Machine Translation between Related Languages.

Pushpak Bhattacharyya, Mitesh M. Khapra, Anoop Kunchukuttan

Proceedings of the Tutorial Abstracts, 2016

Substring-based unsupervised transliteration with phonetic and contextual knowledge.

Anoop Kunchukuttan, Pushpak Bhattacharyya, Mitesh M. Khapra

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation.

Amrita Saha, Mitesh M. Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho

Proceedings of the COLING 2016, 2016

2015

ADAAPT: A Deep Architecture for Adaptive Policy Transfer from Multiple Sources.

Janarthanan Rajendran, P. Prasanna, Balaraman Ravindran, Mitesh M. Khapra

CoRR, 2015

Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection.

Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni, Noam Slonim

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

An Autoencoder Approach to Learning Bilingual Word Representations.

A. P. Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas C. Raykar, Amrita Saha

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

When Transliteration Met Crowdsourcing : An Empirical Study of Transliteration via Crowdsourcing using Efficient, Non-redundant and Fair Quality Control.

Mitesh M. Khapra, Ananthakrishnan Ramanathan, Anoop Kunchukuttan, Karthik Visweswariah, Pushpak Bhattacharyya

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Claims on demand - an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora.

Noam Slonim, Ehud Aharoni, Carlos Alzate, Roy Bar-Haim, Yonatan Bilu, Lena Dankin, Iris Eiron, Daniel Hershcovich, Shay Hummel, Mitesh M. Khapra, Tamar Lavee, Ran Levy, Paul Matchen, Anatoly Polnarov, Vikas C. Raykar, Ruty Rinott, Amrita Saha, Naama Zwerdling, David Konopnicki, Dan Gutfreund

Proceedings of the COLING 2014, 2014

2013

Offering language based services on social media by identifying user's preferred language(s) from romanized text.

Mitesh M. Khapra, Salil Joshi, Ananthakrishnan Ramanathan, Karthik Visweswariah

Proceedings of the 22nd International World Wide Web Conference, 2013

Improving reordering performance using higher order and structural features.

Mitesh M. Khapra, Ananthakrishnan Ramanathan, Karthik Visweswariah

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Lost in Translation: Viability of Machine Translation for Cross Language Sentiment Analysis.

Balamurali A. R., Mitesh M. Khapra, Pushpak Bhattacharyya

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Cut the noise: Mutually reinforcing reordering and alignments for improved machine translation.

Karthik Visweswariah, Mitesh M. Khapra, Ananthakrishnan Ramanathan

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Experiences in Resource Generation for Machine Translation through Crowdsourcing.

Anoop Kunchukuttan, Shourya Roy, Pratik Patel, Kushal Ladha, Somya Gupta, Mitesh M. Khapra, Pushpak Bhattacharyya

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Report of the Shared Task on Learning Reordering from Word Alignments at RSMT 2012.

Mitesh M. Khapra, Ananthakrishnan Ramanathan, Karthik Visweswariah

Proceedings of the Workshop on Reordering for Statistical Machine Translation@COLING 2012, 2012

Whitepaper for Shared Task on Learning Reordering from Word Alignments at RSMT 2012.

Mitesh M. Khapra, Ananthakrishnan Ramanathan, Karthik Visweswariah

Proceedings of the Workshop on Reordering for Statistical Machine Translation@COLING 2012, 2012

I Can Sense It: a Comprehensive Online System for WSD.

Salil Joshi, Mitesh M. Khapra, Pushpak Bhattacharyya

Proceedings of the COLING 2012, 2012

2011

It Takes Two to Tango: A Bilingual Unsupervised Approach for Estimating Sense Distributions using Expectation Maximization.

Mitesh M. Khapra, Salil Joshi, Pushpak Bhattacharyya

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Together We Can: Bilingual Bootstrapping for WSD.

Mitesh M. Khapra, Salil Joshi, Arindam Chatterjee, Pushpak Bhattacharyya

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Compositional Machine Transliteration.

A. Kumaran, Mitesh M. Khapra, Pushpak Bhattacharyya

ACM Trans. Asian Lang. Inf. Process., 2010

OWNS: Cross-lingual Word Sense Disambiguation Using Weighted Overlap Counts and Wordnet Based Similarity Measures.

Lipta Mahapatra, Meera Mohan, Mitesh M. Khapra, Pushpak Bhattacharyya

Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

CFILT: Resource Conscious Approaches for All-Words Domain Specific WSD.

Anup Kulkarni, Mitesh M. Khapra, Saurabh Sohoney, Pushpak Bhattacharyya

Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Improving the Multilingual User Experience of Wikipedia Using Cross-Language Name Search.

Raghavendra Udupa, Mitesh M. Khapra

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Everybody loves a rich cousin: An empirical study of transliteration through bridge languages.

Mitesh M. Khapra, A. Kumaran, Pushpak Bhattacharyya

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Transliteration Equivalence Using Canonical Correlation Analysis.

Raghavendra Udupa, Mitesh M. Khapra

Proceedings of the Advances in Information Retrieval, 2010

Value for Money: Balancing Annotation Effort, Lexicon Building and Accuracy for Multilingual WSD.

Mitesh M. Khapra, Saurabh Sohoney, Anup Kulkarni, Pushpak Bhattacharyya

Proceedings of the COLING 2010, 2010

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

Harshada Gune, Mugdha Bapat, Mitesh M. Khapra, Pushpak Bhattacharyya

Proceedings of the COLING 2010, 2010

Whitepaper of NEWS 2010 Shared Task on Transliteration Mining.

A. Kumaran, Mitesh M. Khapra, Haizhou Li

Proceedings of the 2010 Named Entities Workshop, 2010

Report of NEWS 2010 Transliteration Mining Shared Task.

A. Kumaran, Mitesh M. Khapra, Haizhou Li

Proceedings of the 2010 Named Entities Workshop, 2010

All Words Domain Adapted WSD: Finding a Middle Ground between Supervision and Unsupervision.

Mitesh M. Khapra, Anup Kulkarni, Saurabh Sohoney, Pushpak Bhattacharyya

Proceedings of the ACL 2010, 2010

PR + RQ ALMOST EQUAL TO PQ: Transliteration Mining Using Bridge Language.

Mitesh M. Khapra, Raghavendra Udupa, A. Kumaran, Pushpak Bhattacharyya

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Projecting Parameters for Multilingual Word Sense Disambiguation.

Mitesh M. Khapra, Sapan Shah, Piyush Kedia, Pushpak Bhattacharyya

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Improving Transliteration Accuracy Using Word-Origin Detection and Lexicon Lookup.

Mitesh M. Khapra, Pushpak Bhattacharyya

Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration, 2009