Shafiq R. Joty

Affiliations:
  • Nanyang Technological University, Singapore
  • Hamad Bin Khalifa University, Qatar Computing Research Institute, Qatar
  • University of British Columbia, Department of Computer Science, Vancouver, Canada


According to our database1, Shafiq R. Joty authored at least 153 papers between 2007 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Knowledge Based Multilingual Language Model.
CoRR, 2021

Cascaded Fast and Slow Models for Efficient Semantic Code Search.
CoRR, 2021

GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems.
CoRR, 2021

Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling.
CoRR, 2021

Remember What You have drawn: Semantic Image Manipulation with Memory.
CoRR, 2021

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation.
CoRR, 2021

Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings.
CoRR, 2021

Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans.
CoRR, 2021

Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning.
CoRR, 2021

Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Addressing the Vulnerability of NMT in Input Perturbations.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

RST Parsing from Scratch.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Cross-model Back-translated Distillation for Unsupervised Machine Translation.
Proceedings of the 38th International Conference on Machine Learning, 2021

Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation.
Proceedings of the 38th International Conference on Machine Learning, 2021

Preventing Early Endpointing for Online Automatic Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

A Unified Speaker Adaptation Approach for ASR.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Effective Fine-Tuning Methods for Cross-lingual Adaptation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

GeDi: Generative Discriminator Guided Sequence Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Span-level Emotion Cause Analysis with Neural Sequence Tagging.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Reliability Testing for Natural Language Processing Systems.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Conditional Splitting Framework for Efficient Constituency Parsing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

AugVic: Exploiting BiText Vicinity for Low-Resource NMT.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks.
ACM Trans. Intell. Syst. Technol., 2020

Video captioning with boundary-aware hierarchical language decoding and joint video prediction.
Neurocomputing, 2020

DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks.
CoRR, 2020

Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation.
CoRR, 2020

EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
CoRR, 2020

Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding.
CoRR, 2020

CohEval: Benchmarking Coherence Models.
CoRR, 2020

Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation.
CoRR, 2020

MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP.
CoRR, 2020

Unsupervised Word Translation with Adversarial Autoencoder.
Comput. Linguistics, 2020

Data Diversification: A Simple Strategy For Neural Machine Translation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Self-Supervised Relationship Probing.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Cross Attention with Monotonic Alignment for Speech Transformer.
Proceedings of the Interspeech 2020, 2020

Universal Speech Transformer.
Proceedings of the Interspeech 2020, 2020

Speech Transformer with Speaker Aware Persistent Memory.
Proceedings of the Interspeech 2020, 2020

Tree-Structured Attention with Hierarchical Accumulation.
Proceedings of the 8th International Conference on Learning Representations, 2020

Online Conversation Disentanglement with Pointer Networks.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

VD-BERT: A Unified Vision and Dialog Transformer with BERT.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Response Selection for Multi-Party Conversations with Dynamic Topic Tracking.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

DAGA: Data Augmentation with a Generation Approach forLow-resource Tagging Tasks.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning.
Proceedings of the Computer Vision - ECCV 2020, 2020

It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Differentiable Window for Dynamic Local Attention.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Efficient Constituency Parsing by Pointing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Zero-Resource Cross-Lingual Named Entity Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Resurrecting Submodularity in Neural Abstractive Summarization.
CoRR, 2019

Data Diversification: An Elegant Strategy For Neural Machine Translation.
CoRR, 2019

NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education.
Proceedings of the 2019 International Conference on Management of Data, 2019

Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Watch It Twice: Video Captioning with a Refocused Video Encoder.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Unpaired Image Captioning via Scene Graph Alignments.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Unified Neural Coherence Model.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Hierarchical Pointer Net Parsing.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Using Clinical Notes with Time Series Data for ICU Management.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Discourse Analysis and Its Applications.
Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

Adversarial Unsupervised Representation Learning for Activity Time-Series.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Distributed Representations of Tuples for Entity Resolution.
Proc. VLDB Endow., 2018

Phrase-Based Attentions.
CoRR, 2018

Reuse and Adaptation for Entity Resolution through Transfer Learning.
CoRR, 2018

Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF.
CoRR, 2018

Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes.
CoRR, 2018

Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach.
Comput. Linguistics, 2018

SegBot: A Generic Neural Text Segmentation Model with Pointer Network.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Discourse Processing and Its Applications in Text Mining.
Proceedings of the IEEE International Conference on Data Mining, 2018

Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions.
Proceedings of the Computer Vision - ECCV 2018, 2018

Unpaired Image Captioning by Language Pivoting.
Proceedings of the Computer Vision - ECCV 2018, 2018

Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

NLP for Conversations: Sentiment, Summarization, and Group Dynamics.
Proceedings of the COLING 2018, 2018

ANR: Aspect-based Neural Recommender.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Domain Adaptation with Adversarial Training and Graph Embeddings.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Domain adaptation using neural network joint model.
Comput. Speech Lang., 2017

Machine translation evaluation with neural networks.
Comput. Speech Lang., 2017

Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning.
CoRR, 2017

DeepER - Deep Entity Resolution.
CoRR, 2017

Thread Reconstruction in Conversational Data using Neural Coherence Models.
CoRR, 2017

Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering.
CoRR, 2017

Discourse Structure in Machine Translation Evaluation.
Comput. Linguistics, 2017

Cross-Language Question Re-Ranking.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

CQAVis: Visual Text Analytics for Community Question Answering.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Cross-language Learning with Adversarial Neural Networks.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Regularized and Retrofitted models for Learning Sentence Representation with Context.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Neural Local Coherence Model.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Impact of Physical Activity on Sleep: A Deep Learning Based Exploration.
CoRR, 2016

Dis-S2V: Discourse Informed Sen2Vec.
CoRR, 2016

Applications of Online Deep Learning for Crisis Response Using Social Media Information.
CoRR, 2016

Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks.
CoRR, 2016

Addressing Community Question Answering in English and Arabic.
CoRR, 2016

ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Joint Learning with Global Inference for Comment Classification in Community Question Answering.
Proceedings of the NAACL HLT 2016, 2016

An Interactive System for Exploring Community Question Answering Forums.
Proceedings of the COLING 2016, 2016

A Deep Fusion Model for Domain Adaptation in Phrase-based MT.
Proceedings of the COLING 2016, 2016

Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
CODRA: A Novel Discriminative Framework for Rhetorical Analysis.
Comput. Linguistics, 2015

QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Using joint models or domain adaptation in statistical machine translation.
Proceedings of Machine Translation Summit XV: Papers, 2015

Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Global Thread-level Inference for Comment Classification in Community Question Answering.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Pairwise Neural Machine Translation Evaluation.
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

Thread-Level Information for Comment Classification in Community Question Answering.
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

2014
DiscoTK: Using Discourse Structure for Machine Translation Evaluation.
Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Semantic Kernels for Semantic Parsing.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Discriminative Reranking of Discourse Parses Using Tree Kernels.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Learning to Differentiate Better from Worse Translations.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling.
Proceedings of the COLING 2014, 2014

Using Discourse Structure Improves Machine Translation Evaluation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Topic Segmentation and Labeling in Asynchronous Conversations.
J. Artif. Intell. Res., 2013

Dialogue Act Recognition in Synchronous and Asynchronous Conversations.
Proceedings of the SIGDIAL 2013 Conference, 2013

Towards Topic Labeling with Phrase Entailment and Aggregation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
A Novel Discriminative Framework for Sentence-Level Discourse Analysis.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011
Improving graph-based random walks for complex question answering using syntactic, shallow semantic and extended string subsequence kernels.
Inf. Process. Manag., 2011

Unsupervised Modeling of Dialog Acts in Asynchronous Conversations.
Proceedings of the IJCAI 2011, 2011

Supervised Topic Segmentation of Email Conversations.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Exploiting Conversational Features to Detect High-Quality Blog Comments.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009
Complex Question Answering: Unsupervised Learning Approaches and Experiments.
J. Artif. Intell. Res., 2009

A SVM-Based Ensemble Approach to Multi-Document Summarization.
Proceedings of the Advances in Artificial Intelligence, 2009

Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering?
Proceedings of the ACL 2009, 2009

2008
The University of British Columbia at TAC 2008.
Proceedings of the First Text Analysis Conference, 2008

UofL at TAC 2008 Update Summarization and Question Answering.
Proceedings of the First Text Analysis Conference, 2008

Answering Complex Questions Using Query-Focused Summarization Technique.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Exploiting Syntactic and Shallow Semantic Kernels to Improve Random Walks for Complex Question Answering.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Unsupervised Approach for Selecting Sentences in Query-based Summarization.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Selecting Sentences for Answering Complex Questions.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Improving the Performance of the Random Walk Model for Answering Complex Questions.
Proceedings of the ACL 2008, 2008

2007
University of Lethbridge's Participation in TREC 2007 QA Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

UofL: Word Sense Disambiguation Using Lexical Cohesion.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007


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