UofL: Word Sense Disambiguation Using Lexical Cohesion. - Yllias Chali; Shafiq R. Joty (SemEval@ACL, 2007)

University of Lethbridge's Participation in TREC 2007 QA Track. - Yllias Chali; Shafiq R. Joty (TREC, 2007)

Improving the Performance of the Random Walk Model for Answering Complex Questions. - Yllias Chali; Shafiq R. Joty (ACL (2), 2008)

Selecting Sentences for Answering Complex Questions. - Yllias Chali; Shafiq R. Joty (EMNLP, 2008)

Unsupervised Approach for Selecting Sentences in Query-based Summarization. - Yllias Chali; Shafiq R. Joty (FLAIRS, 2008)

Exploiting Syntactic and Shallow Semantic Kernels to Improve Random Walks for Complex Question Answering. - Yllias Chali; Shafiq R. Joty (ICTAI (2), 2008)

Answering Complex Questions Using Query-Focused Summarization Technique. - Yllias Chali; Shafiq R. Joty (ICTAI (2), 2008)

UofL at TAC 2008 Update Summarization and Question Answering. - Yllias Chali; Sadid A. Hasan; Shafiq R. Joty (TAC, 2008)

The University of British Columbia at TAC 2008. - Gabriel Murray; Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (TAC, 2008)

Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering? - Yllias Chali; Sadid A. Hasan; Shafiq R. Joty (ACL/IJCNLP (2), 2009)

A SVM-Based Ensemble Approach to Multi-Document Summarization. - Yllias Chali; Sadid A. Hasan; Shafiq R. Joty (Canadian AI, 2009)

Complex Question Answering: Unsupervised Learning Approaches and Experiments. - Yllias Chali; Shafiq R. Joty; Sadid A. Hasan (J. Artif. Intell. Res., 2009)

Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. - Shafiq R. Joty; Giuseppe Carenini; Gabriel Murray; Raymond T. Ng (EMNLP, 2010)

Exploiting Conversational Features to Detect High-Quality Blog Comments. - Nicholas FitzGerald; Giuseppe Carenini; Gabriel Murray; Shafiq R. Joty (Canadian AI, 2011)

Supervised Topic Segmentation of Email Conversations. - Shafiq R. Joty; Giuseppe Carenini; Gabriel Murray; Raymond T. Ng (ICWSM, 2011)

Unsupervised Modeling of Dialog Acts in Asynchronous Conversations. - Shafiq R. Joty; Giuseppe Carenini; Chin-Yew Lin (IJCAI, 2011)

Improving graph-based random walks for complex question answering using syntactic, shallow semantic and extended string subsequence kernels. - Yllias Chali; Sadid A. Hasan; Shafiq R. Joty (Inf. Process. Manag., 2011)

A Novel Discriminative Framework for Sentence-Level Discourse Analysis. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (EMNLP-CoNLL, 2012)

Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng; Yashar Mehdad (ACL (1), 2013)

Towards Topic Labeling with Phrase Entailment and Aggregation. - Yashar Mehdad; Giuseppe Carenini; Raymond T. Ng; Shafiq R. Joty (HLT-NAACL, 2013)

Dialogue Act Recognition in Synchronous and Asynchronous Conversations. - Maryam Tavafi; Yashar Mehdad; Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (SIGDIAL Conference, 2013)

Topic Segmentation and Labeling in Asynchronous Conversations. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (J. Artif. Intell. Res., 2013)

Using Discourse Structure Improves Machine Translation Evaluation. - Francisco Guzmán; Shafiq R. Joty; Lluís Màrquez; Preslav Nakov (ACL (1), 2014)

A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling. - Iman Saleh 001; Scott Cyphers; James R. Glass; Shafiq R. Joty; Lluís Màrquez i Villodre; Alessandro Moschitti; Preslav Nakov (COLING, 2014)

Learning to Differentiate Better from Worse Translations. - Francisco Guzmán; Shafiq R. Joty; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov; Massimo Nicosia (EMNLP, 2014)

Discriminative Reranking of Discourse Parses Using Tree Kernels. - Shafiq R. Joty; Alessandro Moschitti (EMNLP, 2014)

Semantic Kernels for Semantic Parsing. - Iman Saleh 001; Alessandro Moschitti; Preslav Nakov; Lluís Màrquez; Shafiq R. Joty (EMNLP, 2014)

DiscoTK: Using Discourse Structure for Machine Translation Evaluation. - Shafiq R. Joty; Francisco Guzmán; Lluís Màrquez; Preslav Nakov (WMT@ACL, 2014)

Thread-Level Information for Comment Classification in Community Question Answering. - Alberto Barrón-Cedeño; Simone Filice; Giovanni Da San Martino; Shafiq R. Joty; Lluís Màrquez; Preslav Nakov; Alessandro Moschitti (ACL (2), 2015)

Pairwise Neural Machine Translation Evaluation. - Francisco Guzmán; Shafiq R. Joty; Lluís Màrquez; Preslav Nakov (ACL (1), 2015)

Global Thread-level Inference for Comment Classification in Community Question Answering. - Shafiq R. Joty; Alberto Barrón-Cedeño; Giovanni Da San Martino; Simone Filice; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov (EMNLP, 2015)

How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models. - Shafiq R. Joty; Hassan Sajjad 001; Nadir Durrani; Kamla Al-Mannai; Ahmed Abdelali; Stephan Vogel (EMNLP, 2015)

Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings. - Pengfei Liu 004; Shafiq R. Joty; Helen M. Meng (EMNLP, 2015)

Using joint models or domain adaptation in statistical machine translation. - Nadir Durrani; Hassan Sajjad 001; Shafiq R. Joty; Ahmed Abdelali; Stephan Vogel (MTSummit, 2015)

QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English. - Massimo Nicosia; Simone Filice; Alberto Barrón-Cedeño; Iman Saleh 001; Hamdy Mubarak; Wei Gao 001; Preslav Nakov; Giovanni Da San Martino; Alessandro Moschitti; Kareem Darwish; Lluís Màrquez; Shafiq R. Joty; et al. (SemEval@NAACL-HLT, 2015)

CODRA: A Novel Discriminative Framework for Rhetorical Analysis. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (Comput. Linguistics, 2015)

Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models. - Shafiq R. Joty; Enamul Hoque (ACL (1), 2016)

A Deep Fusion Model for Domain Adaptation in Phrase-based MT. - Nadir Durrani; Hassan Sajjad 001; Shafiq R. Joty; Ahmed Abdelali (COLING, 2016)

An Interactive System for Exploring Community Question Answering Forums. - Enamul Hoque; Shafiq R. Joty; Lluís Màrquez; Alberto Barrón-Cedeño; Giovanni Da San Martino; Alessandro Moschitti; Preslav Nakov; Salvatore Romeo; Giuseppe Carenini (COLING (Demos), 2016)

Joint Learning with Global Inference for Comment Classification in Community Question Answering. - Shafiq R. Joty; Lluís Màrquez; Preslav Nakov (HLT-NAACL, 2016)

ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora. - Alberto Barrón-Cedeño; Giovanni Da San Martino; Shafiq R. Joty; Alessandro Moschitti; Fahad Al-Obaidli; Salvatore Romeo; Kateryna Tymoshenko; Antonio Uva 001 (SemEval@NAACL-HLT, 2016)

Addressing Community Question Answering in English and Arabic. - Giovanni Da San Martino; Alberto Barrón-Cedeño; Salvatore Romeo; Alessandro Moschitti; Shafiq R. Joty; Fahad Al-Obaidli; Kateryna Tymoshenko; Antonio Uva 001 (CoRR, 2016)

Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks. - Dat Tien Nguyen; Kamla Al-Mannai; Shafiq R. Joty; Hassan Sajjad 001; Muhammad Imran 002; Prasenjit Mitra (CoRR, 2016)

Applications of Online Deep Learning for Crisis Response Using Social Media Information. - Dat Tien Nguyen; Shafiq R. Joty; Muhammad Imran 002; Hassan Sajjad 001; Prasenjit Mitra (CoRR, 2016)

Dis-S2V: Discourse Informed Sen2Vec. - Tanay Kumar Saha; Shafiq R. Joty; Naeemul Hassan; Mohammad Al Hasan (CoRR, 2016)

Impact of Physical Activity on Sleep: A Deep Learning Based Exploration. - Aarti Sathyanarayana; Shafiq R. Joty; Luis Fernández-Luque; Ferda Ofli; Jaideep Srivastava; Ahmed K. Elmagarmid; Shahrad Taheri; Teresa Arora (CoRR, 2016)

A Neural Local Coherence Model. - Dat Tien Nguyen; Shafiq Rayhan Joty (ACL (1), 2017)

Regularized and Retrofitted models for Learning Sentence Representation with Context. - Tanay Kumar Saha; Shafiq R. Joty; Naeemul Hassan; Mohammad Al Hasan (CIKM, 2017)

Cross-language Learning with Adversarial Neural Networks. - Shafiq R. Joty; Preslav Nakov; Lluís Màrquez; Israa Jaradat (CoNLL, 2017)

Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks. - Dat Tien Nguyen; Kamla Al-Mannai; Shafiq R. Joty; Hassan Sajjad 001; Muhammad Imran 002; Prasenjit Mitra (ICWSM, 2017)

CQAVis: Visual Text Analytics for Community Question Answering. - Enamul Hoque; Shafiq R. Joty; Lluís Màrquez; Giuseppe Carenini (IUI, 2017)

Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec. - Tanay Kumar Saha; Shafiq R. Joty; Mohammad Al Hasan (ECML/PKDD (1), 2017)

Cross-Language Question Re-Ranking. - Giovanni Da San Martino; Salvatore Romeo; Alberto Barrón-Cedeño; Shafiq R. Joty; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov (SIGIR, 2017)

Discourse Structure in Machine Translation Evaluation. - Shafiq R. Joty; Francisco Guzmán; Lluís Màrquez; Preslav Nakov (Comput. Linguistics, 2017)

Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering. - Shafiq R. Joty; Preslav Nakov; Lluís Màrquez; Israa Jaradat (CoRR, 2017)

Thread Reconstruction in Conversational Data using Neural Coherence Models. - Dat Tien Nguyen; Shafiq R. Joty; Basma El Amel Boussaha; Maarten de Rijke (CoRR, 2017)

DeepER - Deep Entity Resolution. - Muhammad Ebraheem; Saravanan Thirumuruganathan; Shafiq R. Joty; Mourad Ouzzani; Nan Tang 001 (CoRR, 2017)

Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning. - Karan Aggarwal; Shafiq R. Joty; Luis Fernández-Luque; Jaideep Srivastava (CoRR, 2017)

Machine translation evaluation with neural networks. - Francisco Guzmán; Shafiq R. Joty; Lluís Màrquez; Preslav Nakov (Comput. Speech Lang., 2017)

Domain adaptation using neural network joint model. - Shafiq R. Joty; Nadir Durrani; Hassan Sajjad 001; Ahmed Abdelali (Comput. Speech Lang., 2017)

Domain Adaptation with Adversarial Training and Graph Embeddings. - Firoj Alam; Shafiq R. Joty; Muhammad Imran 002 (ACL (1), 2018)

Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. - Tasnim Mohiuddin; Shafiq R. Joty; Dat Tien Nguyen (ACL (1), 2018)

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging. - Karan Aggarwal; Swaraj Khadanga; Shafiq R. Joty; Louis Kazaglis; Jaideep Srivastava (IEEE BigData, 2018)

ANR: Aspect-based Neural Recommender. - Jin Yao Chin; Kaiqi Zhao 001; Shafiq R. Joty; Gao Cong (CIKM, 2018)

NLP for Conversations: Sentiment, Summarization, and Group Dynamics. - Gabriel Murray; Giuseppe Carenini; Shafiq R. Joty (COLING (Tutorials), 2018)

Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models. - Jiuxiang Gu; Jianfei Cai 001; Shafiq R. Joty; Li Niu 002; Gang Wang 012 (CVPR, 2018)

Unpaired Image Captioning by Language Pivoting. - Jiuxiang Gu; Shafiq R. Joty; Jianfei Cai 001; Gang Wang 012 (ECCV (1), 2018)

VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions. - Qing Li 003; Qingyi Tao; Shafiq R. Joty; Jianfei Cai 001; Jiebo Luo 001 (ECCV (7), 2018)

Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings. - Shafiq R. Joty; Lluís Màrquez; Preslav Nakov (EMNLP, 2018)

Discourse Processing and Its Applications in Text Mining. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng; Gabriel Murray (ICDM, 2018)

Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. - Firoj Alam; Shafiq R. Joty; Muhammad Imran 002 (ICWSM, 2018)

SegBot: A Generic Neural Text Segmentation Model with Pointer Network. - Jing Li 034; Aixin Sun; Shafiq R. Joty (IJCAI, 2018)

Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach. - Shafiq R. Joty; Tasnim Mohiuddin (Comput. Linguistics, 2018)

Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes. - Tanay Kumar Saha; Thomas Williams; Mohammad Al Hasan; Shafiq R. Joty; Nicholas K. Varberg (CoRR, 2018)

Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF. - Karan Aggarwal; Swaraj Khadanga; Shafiq R. Joty; Louis Kazaglis; Jaideep Srivastava (CoRR, 2018)

Reuse and Adaptation for Entity Resolution through Transfer Learning. - Saravanan Thirumuruganathan; Shameem Ahamed Puthiya Parambath; Mourad Ouzzani; Nan Tang 001; Shafiq R. Joty (CoRR, 2018)

Phrase-Based Attentions. - Phi Xuan Nguyen; Shafiq R. Joty (CoRR, 2018)

Distributed Representations of Tuples for Entity Resolution. - Muhammad Ebraheem; Saravanan Thirumuruganathan; Shafiq R. Joty; Mourad Ouzzani; Nan Tang 001 (Proc. VLDB Endow., 2018)

Adversarial Unsupervised Representation Learning for Activity Time-Series. - Karan Aggarwal; Shafiq R. Joty; Luis Fernández-Luque; Jaideep Srivastava (AAAI, 2019)

Discourse Analysis and Its Applications. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng; Gabriel Murray (ACL (4), 2019)

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing. - Xiang Lin; Shafiq R. Joty; Prathyusha Jwalapuram; Saiful Bari (ACL (1), 2019)

Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks. - Jing Ma 004; Wei Gao 001; Shafiq R. Joty; Kam-Fai Wong (ACL (1), 2019)

Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite. - Prathyusha Jwalapuram; Shafiq R. Joty; Irina P. Temnikova; Preslav Nakov (EMNLP/IJCNLP (1), 2019)

Using Clinical Notes with Time Series Data for ICU Management. - Swaraj Khadanga; Karan Aggarwal; Shafiq R. Joty; Jaideep Srivastava (EMNLP/IJCNLP (1), 2019)

Hierarchical Pointer Net Parsing. - Linlin Liu; Xiang Lin; Shafiq R. Joty; Simeng Han; Lidong Bing (EMNLP/IJCNLP (1), 2019)

A Unified Neural Coherence Model. - Han Cheol Moon; Tasnim Mohiuddin; Shafiq R. Joty; Xu Chi (EMNLP/IJCNLP (1), 2019)

A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech. - Sameer Khurana; Shafiq Rayhan Joty; Ahmed Ali 002; James R. Glass (ICASSP, 2019)

Unpaired Image Captioning via Scene Graph Alignments. - Jiuxiang Gu; Shafiq R. Joty; Jianfei Cai 001; Handong Zhao; Xu Yang 021; Gang Wang 012 (ICCV, 2019)

Watch It Twice: Video Captioning with a Refocused Video Encoder. - Xiangxi Shi; Jianfei Cai 001; Shafiq R. Joty; Jiuxiang Gu (ACM Multimedia, 2019)

Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training. - Tasnim Mohiuddin; Shafiq R. Joty (NAACL-HLT (1), 2019)

Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. - Tasnim Mohiuddin; Thanh-Tung Nguyen; Shafiq R. Joty (NAACL-HLT (1), 2019)

NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education. - Siyuan Liu; Sourav S. Bhowmick; Wanlu Zhang; Shu Wang; Wanyi Huang; Shafiq R. Joty (SIGMOD Conference, 2019)

Data Diversification: An Elegant Strategy For Neural Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Wu Kui 004; Ai Ti Aw (CoRR, 2019)

Resurrecting Submodularity in Neural Abstractive Summarization. - Simeng Han; Xiang Lin; Shafiq R. Joty (CoRR, 2019)

Zero-Resource Cross-Lingual Named Entity Recognition. - M. Saiful Bari; Shafiq R. Joty; Prathyusha Jwalapuram (AAAI, 2020)

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. - Yifan Gao 001; Chien-Sheng Wu; Shafiq R. Joty; Caiming Xiong; Richard Socher; Irwin King; Michael R. Lyu; Steven C. H. Hoi (ACL, 2020)

Efficient Constituency Parsing by Pointing. - Thanh-Tung Nguyen; Xuan-Phi Nguyen; Shafiq R. Joty; Xiaoli Li 001 (ACL, 2020)

Differentiable Window for Dynamic Local Attention. - Thanh-Tung Nguyen; Xuan-Phi Nguyen; Shafiq R. Joty; Xiaoli Li 001 (ACL, 2020)

It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. - Samson Tan; Shafiq R. Joty; Min-Yen Kan; Richard Socher (ACL, 2020)

Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning. - Xiangxi Shi; Xu Yang 021; Jiuxiang Gu; Shafiq R. Joty; Jianfei Cai 001 (ECCV (14), 2020)

DAGA: Data Augmentation with a Generation Approach forLow-resource Tagging Tasks. - Bosheng Ding; Linlin Liu; Lidong Bing; Canasai Kruengkrai; Thien Hai Nguyen; Shafiq R. Joty; Luo Si; Chunyan Miao (EMNLP (1), 2020)

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. - Yifan Gao 001; Chien-Sheng Wu; Jingjing Li 007; Shafiq R. Joty; Steven C. H. Hoi; Caiming Xiong; Irwin King; Michael R. Lyu (EMNLP (1), 2020)

Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses. - Prathyusha Jwalapuram; Shafiq R. Joty; Youlin Shen (EMNLP (1), 2020)

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space. - Tasnim Mohiuddin; M. Saiful Bari; Shafiq Rayhan Joty (EMNLP (1), 2020)

Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding. - Samson Tan; Shafiq R. Joty; Lav R. Varshney; Min-Yen Kan (EMNLP (1), 2020)

Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. - Weishi Wang; Steven C. H. Hoi; Shafiq R. Joty (EMNLP (1), 2020)

VD-BERT: A Unified Vision and Dialog Transformer with BERT. - Yue Wang 034; Shafiq R. Joty; Michael R. Lyu; Irwin King; Caiming Xiong; Steven C. H. Hoi (EMNLP (1), 2020)

Online Conversation Disentanglement with Pointer Networks. - Tao Yu 009; Shafiq R. Joty (EMNLP (1), 2020)

Tree-Structured Attention with Hierarchical Accumulation. - Xuan-Phi Nguyen; Shafiq R. Joty; Steven C. H. Hoi; Richard Socher (ICLR, 2020)

Speech Transformer with Speaker Aware Persistent Memory. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2020)

Universal Speech Transformer. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2020)

Cross Attention with Monotonic Alignment for Speech Transformer. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2020)

Self-Supervised Relationship Probing. - Jiuxiang Gu; Jason Kuen; Shafiq R. Joty; Jianfei Cai 001; Vlad I. Morariu; Handong Zhao; Tong Sun 005 (NeurIPS, 2020)

Data Diversification: A Simple Strategy For Neural Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Kui Wu 004; Ai Ti Aw (NeurIPS, 2020)

Unsupervised Word Translation with Adversarial Autoencoder. - Tasnim Mohiuddin; Shafiq R. Joty (Comput. Linguistics, 2020)

MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP. - M. Saiful Bari; Muhammad Tasnim Mohiuddin; Shafiq R. Joty (CoRR, 2020)

Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation. - Prathyusha Jwalapuram; Barbara Rychalska; Shafiq R. Joty; Dominika Basaj (CoRR, 2020)

CohEval: Benchmarking Coherence Models. - Tasnim Mohiuddin; Prathyusha Jwalapuram; Xiang Lin; Shafiq R. Joty (CoRR, 2020)

Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding. - Samson Tan; Shafiq R. Joty; Lav R. Varshney; Min-Yen Kan (CoRR, 2020)

EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. - Yifan Gao 001; Chien-Sheng Wu; Shafiq R. Joty; Caiming Xiong; Richard Socher; Irwin King; Michael R. Lyu; Steven C. H. Hoi (CoRR, 2020)

Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Wu Kui 004; Ai Ti Aw (CoRR, 2020)

DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks. - Bosheng Ding; Linlin Liu; Lidong Bing; Canasai Kruengkrai; Thien Hai Nguyen; Shafiq R. Joty; Luo Si; Chunyan Miao (CoRR, 2020)

Video captioning with boundary-aware hierarchical language decoding and joint video prediction. - Xiangxi Shi; Jianfei Cai 001; Jiuxiang Gu; Shafiq R. Joty (Neurocomputing, 2020)

An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks. - Jing Ma 004; Wei Gao 001; Shafiq R. Joty; Kam-Fai Wong (ACM Trans. Intell. Syst. Technol., 2020)

Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. - Samson Tan; Shafiq R. Joty (CALCS@NAACL, 2021)

UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP. - M. Saiful Bari; Tasnim Mohiuddin; Shafiq R. Joty (ACL/IJCNLP (1), 2021)

MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER. - Linlin Liu; Bosheng Ding; Lidong Bing; Shafiq R. Joty; Luo Si; Chunyan Miao (ACL/IJCNLP (1), 2021)

AugVic: Exploiting BiText Vicinity for Low-Resource NMT. - Tasnim Mohiuddin; M. Saiful Bari; Shafiq R. Joty (ACL/IJCNLP (Findings), 2021)

A Conditional Splitting Framework for Efficient Constituency Parsing. - Thanh-Tung Nguyen; Xuan-Phi Nguyen; Shafiq R. Joty; Xiaoli Li 001 (ACL/IJCNLP (1), 2021)

Reliability Testing for Natural Language Processing Systems. - Samson Tan; Shafiq R. Joty; Kathy Baxter; Araz Taeihagh; Gregory A. Bennett; Min-Yen Kan (ACL/IJCNLP (1), 2021)

Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network. - Xiangju Li; Wei Gao 001; Shi Feng 001; Daling Wang; Shafiq R. Joty (CIKM, 2021)

Span-level Emotion Cause Analysis with Neural Sequence Tagging. - Xiangju Li; Wei Gao 001; Shi Feng 001; Daling Wang; Shafiq R. Joty (CIKM, 2021)

Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks. - Tasnim Mohiuddin; Prathyusha Jwalapuram; Xiang Lin; Shafiq R. Joty (EACL, 2021)

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. - Yue Wang 034; Weishi Wang; Shafiq R. Joty; Steven C. H. Hoi (EMNLP (1), 2021)

GeDi: Generative Discriminator Guided Sequence Generation. - Ben Krause; Akhilesh Deepak Gotmare; Bryan McCann; Nitish Shirish Keskar; Shafiq R. Joty; Richard Socher; Nazneen Fatema Rajani (EMNLP (Findings), 2021)

Effective Fine-Tuning Methods for Cross-lingual Adaptation. - Tao Yu 009; Shafiq R. Joty (EMNLP (1), 2021)

A Unified Speaker Adaptation Approach for ASR. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (EMNLP (1), 2021)

Preventing Early Endpointing for Online Automatic Speech Recognition. - Yingzhu Zhao; Chongjia Ni; Cheung-Chi Leung; Shafiq R. Joty; Eng Siong Chng; Bin Ma 001 (ICASSP, 2021)

Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation. - Xiang Lin; Simeng Han; Shafiq R. Joty (ICML, 2021)

Cross-model Back-translated Distillation for Unsupervised Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Thanh-Tung Nguyen; Kui Wu 004; Ai Ti Aw (ICML, 2021)

Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. - Alexander R. Fabbri; Simeng Han; Haoyuan Li; Haoran Li 007; Marjan Ghazvininejad; Shafiq R. Joty; Dragomir R. Radev; Yashar Mehdad (NAACL-HLT, 2021)

RST Parsing from Scratch. - Thanh-Tung Nguyen; Xuan-Phi Nguyen; Shafiq R. Joty; Xiaoli Li 001 (NAACL-HLT, 2021)

Addressing the Vulnerability of NMT in Input Perturbations. - Weiwen Xu; Ai Ti Aw; Yang Ding; Kui Wu 004; Shafiq R. Joty (NAACL-HLT (Industry Papers), 2021)

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. - Junnan Li 001; Ramprasaath R. Selvaraju; Akhilesh Gotmare; Shafiq R. Joty; Caiming Xiong; Steven Chu-Hong Hoi (NeurIPS, 2021)

Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. - Weiguo Wang; Sourav S. Bhowmick; Hui Li 005; Shafiq R. Joty; Siyuan Liu; Peng Chen (SIGMOD Conference, 2021)

Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning. - Amrita Saha; Shafiq R. Joty; Steven C. H. Hoi (CoRR, 2021)

Remember What You have drawn: Semantic Image Manipulation with Memory. - Xiangxi Shi; Zhonghua Wu; Guosheng Lin; Jianfei Cai 001; Shafiq R. Joty (CoRR, 2021)

Cascaded Fast and Slow Models for Efficient Semantic Code Search. - Akhilesh Deepak Gotmare; Junnan Li 001; Shafiq R. Joty; Steven C. H. Hoi (CoRR, 2021)

Knowledge Based Multilingual Language Model. - Linlin Liu; Xin Li 056; Ruidan He; Lidong Bing; Shafiq R. Joty; Luo Si (CoRR, 2021)

UNISON: Unpaired Cross-Lingual Image Captioning. - Jiahui Gao; Yi Zhou; Philip L. H. Yu; Shafiq R. Joty; Jiuxiang Gu (AAAI, 2022)

Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text. - Amrita Saha; Shafiq R. Joty; Steven C. H. Hoi (AAAI, 2022)

GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. - Bosheng Ding; Junjie Hu 001; Lidong Bing; Sharifah Mahani Aljunied; Shafiq R. Joty; Luo Si; Chunyan Miao (ACL (1), 2022)

Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling. - Prathyusha Jwalapuram; Shafiq R. Joty; Xiang Lin (ACL (1), 2022)

Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. - Shankar Kantharaj; Rixie Tiffany Ko Leong; Xiang Lin; Ahmed Masry; Megh Thakkar; Enamul Hoque; Shafiq R. Joty (ACL (1), 2022)

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. - Ahmed Masry; Do Xuan Long; Jia Qing Tan; Shafiq R. Joty; Enamul Hoque (ACL (Findings), 2022)

Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. - Chengwei Qin; Shafiq R. Joty (ACL (1), 2022)

SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. - Mathieu Ravaut; Shafiq R. Joty; Nancy F. Chen (ACL (1), 2022)

CoHS-CQG: Context and History Selection for Conversational Question Generation. - Xuan Long Do; Bowei Zou; Liangming Pan; Nancy F. Chen; Shafiq R. Joty; Ai Ti Aw (COLING, 2022)

Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. - Linlin Liu; Thien Hai Nguyen; Shafiq R. Joty; Lidong Bing; Luo Si (COLING, 2022)

Learning Label Modular Prompts for Text Classification in the Wild. - Hailin Chen; Amrita Saha; Shafiq R. Joty; Steven C. H. Hoi (EMNLP, 2022)

OpenCQA: Open-ended Question Answering with Charts. - Shankar Kantharaj; Xuan Long Do; Rixie Tiffany Ko Leong; Jia Qing Tan; Enamul Hoque; Shafiq R. Joty (EMNLP, 2022)

Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. - Qian Li 043; Shafiq R. Joty; Daling Wang; Shi Feng 001; Yifei Zhang 003 (EMNLP (Findings), 2022)

Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. - Linlin Liu; Xin Li 056; Ruidan He; Lidong Bing; Shafiq R. Joty; Luo Si (EMNLP, 2022)

Data Selection Curriculum for Neural Machine Translation. - Tasnim Mohiuddin; Philipp Koehn; Vishrav Chaudhary; James Cross 003; Shruti Bhosale; Shafiq R. Joty (EMNLP (Findings), 2022)

Towards Summary Candidates Fusion. - Mathieu Ravaut; Shafiq R. Joty; Nancy F. Chen (EMNLP, 2022)

BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. - Guangsen Wang; Samson Tan; Shafiq R. Joty; Gang Wu; Jimmy Au; Steven C. H. Hoi (EMNLP (Demos), 2022)

Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation. - Xuan-Phi Nguyen; Hongyu Gong; Yun Tang 002; Changhan Wang; Philipp Koehn; Shafiq R. Joty (ICLR, 2022)

LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. - Chengwei Qin; Shafiq R. Joty (ICLR, 2022)

GradMask: Gradient-Guided Token Masking for Textual Adversarial Example Detection. - Han Cheol Moon; Shafiq R. Joty; Xu Chi (KDD, 2022)

SleepQA: A Health Coaching Dataset on Sleep for Extractive Question Answering. - Iva Bojic; Qi Chwen Ong; Megh Thakkar; Esha Kamran; Irving Yu Le Shua; Jaime Rei Ern Pang; Jessica Chen; Vaaruni Nayak; Shafiq R. Joty; Josip Car (ML4H@NeurIPS, 2022)

Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. - Xuan-Phi Nguyen; Shafiq R. Joty; Kui Wu 004; Ai Ti Aw (NeurIPS, 2022)

LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education. - Peng Chen; Hui Li 005; Sourav S. Bhowmick; Shafiq R. Joty; Weiguo Wang (SIGMOD Conference, 2022)

Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. - Xuan-Phi Nguyen; Shafiq R. Joty; Wu Kui 004; Ai Ti Aw (CoRR, 2022)

FOLIO: Natural Language Reasoning with First-Order Logic. - Simeng Han; Hailey Schoelkopf; Yilun Zhao 001; Zhenting Qi; Martin Riddell; Luke Benson; Lucy Sun; Ekaterina Zubova; Yujie Qiao; Matthew Burtell; David Peng; Jonathan Fan 001; et al. (CoRR, 2022)

BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems. - Guangsen Wang; Shafiq R. Joty; Junnan Li 001; Steven C. H. Hoi (CoRR, 2022)

Is GPT-3 a Good Data Annotator? - Bosheng Ding; Chengwei Qin; Linlin Liu; Lidong Bing; Shafiq R. Joty; Boyang Li 001 (CoRR, 2022)

Is GPT-3 a Psychopath? Evaluating Large Language Models from a Psychological Perspective. - Xingxuan Li; Yutong Li; Linlin Liu; Lidong Bing; Shafiq R. Joty (CoRR, 2022)

SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning. - M. Saiful Bari; Aston Zhang; Shuai Zheng 004; Xingjian Shi; Yi Zhu 001; Shafiq Joty; Mu Li 003 (CoRR, 2022)

Is GPT-3 a Good Data Annotator? - Bosheng Ding; Chengwei Qin; Linlin Liu; Yew Ken Chia; Boyang Li 001; Shafiq Joty; Lidong Bing (ACL (1), 2023)

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. - Xuan Long Do; Bowei Zou; Shafiq R. Joty; Anh Tran Tai; Liangming Pan; Nancy F. Chen; Ai Ti Aw (ACL (1), 2023)

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. - Philippe Laban; Jesse Vig; Wojciech Kryscinski; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (1), 2023)

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. - Md. Tahmid Rahman Laskar; M. Saiful Bari; Mizanur Rahman; Md Amran Hossen Bhuiyan; Shafiq Joty; Jimmy Xiangji Huang (ACL (Findings), 2023)

Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. - Qian Li 043; Shafiq Joty; Daling Wang; Shi Feng 001; Yifei Zhang 003; Chengwei Qin (ACL (Findings), 2023)

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. - Yixin Liu 003; Alexander R. Fabbri; Pengfei Liu 003; Yilun Zhao 001; Linyong Nan; Ruilin Han; Simeng Han; Shafiq Joty; Chien-Sheng Wu; Caiming Xiong; Dragomir Radev (ACL (1), 2023)

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. - Linlin Liu; Xingxuan Li; Megh Thakkar; Xin Li 056; Shafiq Joty; Luo Si; Lidong Bing (ACL (1), 2023)

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. - Han Cheol Moon; Shafiq R. Joty; Ruochen Zhao; Megh Thakkar; Chi Xu (ACL (1), 2023)

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? - Chengwei Qin; Shafiq R. Joty; Qian Li 043; Ruochen Zhao (ACL (1), 2023)

Unsupervised Summarization Re-ranking. - Mathieu Ravaut; Shafiq R. Joty; Nancy F. Chen (ACL (Findings), 2023)

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. - Fan Yin; Jesse Vig; Philippe Laban; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (1), 2023)

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. - Ruochen Zhao; Xingxuan Li; Shafiq Joty; Chengwei Qin; Lidong Bing (ACL (1), 2023)

Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. - Hailin Chen; Amrita Saha; Steven Chu-Hong Hoi; Shafiq Joty (EMNLP, 2023)

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization. - Philippe Laban; Wojciech Kryscinski; Divyansh Agarwal; Alexander R. Fabbri; Caiming Xiong; Shafiq Joty; Chien-Sheng Wu (EMNLP, 2023)

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. - Yixin Liu 003; Alexander R. Fabbri; Yilun Zhao 001; Pengfei Liu 003; Shafiq Joty; Chien-Sheng Wu; Caiming Xiong; Dragomir Radev (EMNLP, 2023)

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution. - Ye Liu 006; Semih Yavuz; Rui Meng; Dragomir Radev; Caiming Xiong; Shafiq Joty; Yingbo Zhou (EMNLP (Findings), 2023)

UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning. - Ahmed Masry; Parsa Kavehzadeh; Do Xuan Long; Enamul Hoque; Shafiq Joty (EMNLP, 2023)

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. - Chengwei Qin; Chen Chen 075; Shafiq Joty (EMNLP, 2023)

Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models. - Weishi Wang; Yue Wang 034; Steven C. H. Hoi; Shafiq Joty (EMNLP, 2023)

Retrieving Multimodal Information for Augmented Generation: A Survey. - Ruochen Zhao; Hailin Chen; Weishi Wang; Fangkai Jiao; Do Xuan Long; Chengwei Qin; Bosheng Ding; Xiaobao Guo; Minzhi Li; Xingxuan Li; Shafiq Joty (EMNLP (Findings), 2023)

Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. - Akhilesh Deepak Gotmare; Junnan Li 001; Shafiq Joty; Steven C. H. Hoi (ESEC/SIGSOFT FSE, 2023)

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. - Weishi Wang; Yue Wang 034; Shafiq Joty; Steven C. H. Hoi (ESEC/SIGSOFT FSE, 2023)

Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation. - Xiang Lin; Prathyusha Jwalapuram; Shafiq R. Joty (CoRR, 2023)

xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. - Mohammad Abdullah Matin Khan; M. Saiful Bari; Xuan Long Do; Weishi Wang; Md. Rizwan Parvez; Shafiq R. Joty (CoRR, 2023)

A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets. - Iva Bojic; Josef Halim; Verena Suharman; Sreeja Tar; Qi Chwen Ong; Duy Phung; Mathieu Ravaut; Shafiq Joty; Josip Car (CoRR, 2023)

Explaining Language Models' Predictions with High-Impact Concepts. - Ruochen Zhao; Shafiq R. Joty; Yongjie Wang; Tan Wang (CoRR, 2023)

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. - Xuan Long Do; Bowei Zou; Shafiq R. Joty; Anh Tai Tran; Liangming Pan; Nancy F. Chen; Ai Ti Aw (CoRR, 2023)

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. - Han Cheol Moon; Shafiq R. Joty; Ruochen Zhao; Megh Thakkar; Xu Chi (CoRR, 2023)

Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. - Xingxuan Li; Ruochen Zhao; Yew Ken Chia; Bosheng Ding; Lidong Bing; Shafiq R. Joty; Soujanya Poria (CoRR, 2023)

LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Shafiq R. Joty; Bosheng Ding; Aixin Sun; Zhengyuan Liu; Nancy F. Chen (CoRR, 2023)

LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond. - Philippe Laban; Wojciech Kryscinski; Divyansh Agarwal; Alexander R. Fabbri; Caiming Xiong; Shafiq Joty; Chien-Sheng Wu (CoRR, 2023)

Unlocking Temporal Question Answering for Large Language Models Using Code Execution. - Xingxuan Li; Liying Cheng; Qingyu Tan; Hwee Tou Ng; Shafiq Joty; Lidong Bing (CoRR, 2023)

Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain. - Iva Bojic; Qi Chwen Ong; Shafiq Joty; Josip Car (CoRR, 2023)

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. - Xuan-Phi Nguyen; Sharifah Mahani Aljunied; Shafiq Joty; Lidong Bing (CoRR, 2023)

PromptSum: Parameter-Efficient Controllable Abstractive Summarization. - Mathieu Ravaut; Hailin Chen; Ruochen Zhao; Chengwei Qin; Shafiq Joty; Nancy F. Chen (CoRR, 2023)

Exploring the Integration Strategies of Retriever and Large Language Models. - Ye Liu 006; Semih Yavuz; Rui Meng; Meghana Moorthy; Shafiq Joty; Caiming Xiong; Yingbo Zhou (CoRR, 2023)

XGen-7B Technical Report. - Erik Nijkamp; Tian Xie; Hiroaki Hayashi; Bo Pang 004; Congying Xia; Chen Xing; Jesse Vig; Semih Yavuz; Philippe Laban; Ben Krause; Senthil Purushwalkam; Tong Niu; et al. (CoRR, 2023)

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. - Ansong Ni; Pengcheng Yin; Yilun Zhao 001; Martin Riddell; Troy Feng; Rui Shen; Stephen Yin; Ye Liu 006; Semih Yavuz; Caiming Xiong; Shafiq Joty; Yingbo Zhou; et al. (CoRR, 2023)

Hierarchical Evaluation Framework: Best Practices for Human Evaluation. - Iva Bojic; Jessica Chen; Si Yuan Chang; Qi Chwen Ong; Shafiq Joty; Josip Car (CoRR, 2023)

On Position Bias in Summarization with Large Language Models. - Mathieu Ravaut; Shafiq Joty; Aixin Sun; Nancy F. Chen (CoRR, 2023)

Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. - Hailin Chen; Amrita Saha; Steven C. H. Hoi; Shafiq Joty (CoRR, 2023)

ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? - Hailin Chen; Fangkai Jiao; Xingxuan Li; Chengwei Qin; Mathieu Ravaut; Ruochen Zhao; Caiming Xiong; Shafiq Joty (CoRR, 2023)

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning. - Artemis Panagopoulou; Le Xue; Ning Yu 006; Junnan Li 001; Dongxu Li; Shafiq Joty; Ran Xu 001; Silvio Savarese; Caiming Xiong; Juan Carlos Niebles (CoRR, 2023)

Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization. - Xuan Long Do; Mohammad Hassanpour; Ahmed Masry; Parsa Kavehzadeh; Enamul Hoque; Shafiq Joty (CoRR, 2023)

Improving In-context Learning via Bidirectional Alignment. - Chengwei Qin; Wenhan Xia; Fangkai Jiao; Shafiq Joty (CoRR, 2023)

PIANO: Influence Maximization Meets Deep Reinforcement Learning. - Hui Li 005; Mengting Xu; Sourav S. Bhowmick; Shafiq Rayhan Joty; Changsheng Sun; Jiangtao Cui (IEEE Trans. Comput. Soc. Syst., 2023)

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. - Bosheng Ding; Chengwei Qin; Ruochen Zhao; Tianze Luo; Xinze Li; Guizhen Chen; Wenhan Xia; Junjie Hu 001; Anh Tuan Luu; Shafiq Joty (ACL (Findings), 2024)

XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. - Mohammad Abdullah Matin Khan; M. Saiful Bari; Xuan Do Long; Weishi Wang; Md. Rizwan Parvez; Shafiq Joty (ACL (1), 2024)

ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning. - Ahmed Masry; Mehrad Shahmohammadi; Md. Rizwan Parvez; Enamul Hoque; Shafiq Joty (ACL (Findings), 2024)

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. - Xuan-Phi Nguyen; Mahani Aljunied; Shafiq Joty; Lidong Bing (ACL (1), 2024)

On Context Utilization in Summarization with Large Language Models. - Mathieu Ravaut; Aixin Sun; Nancy F. Chen; Shafiq Joty (ACL (1), 2024)

XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags. - Faisal Tareque Shohan; Mir Tafseer Nayeem; Samsul Islam; Abu Ubaida Akash; Shafiq Joty (ACL (Findings), 2024)

Diffusion Model Alignment Using Direct Preference Optimization. - Bram Wallace; Meihua Dang; Rafael Rafailov; Linqi Zhou; Aaron Lou; Senthil Purushwalkam; Stefano Ermon; Caiming Xiong; Shafiq Joty; Nikhil Naik (CVPR, 2024)

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. - Lifu Tu; Jin Qu; Semih Yavuz; Shafiq Joty; Wenhao Liu 003; Caiming Xiong; Yingbo Zhou (EACL (Findings), 2024)

Explaining Language Model Predictions with High-Impact Concepts. - Ruochen Zhao; Tan Wang; Yongjie Wang; Shafiq Joty (EACL (Findings), 2024)

X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning. - Artemis Panagopoulou; Le Xue; Ning Yu 006; Junnan Li 001; Dongxu Li; Shafiq Joty; Ran Xu 001; Silvio Savarese; Caiming Xiong; Juan Carlos Niebles (ECCV (45), 2024)

BootPIG: Bootstrapping Zero-Shot Personalized Image Generation Capabilities in Pretrained Diffusion Models. - Senthil Purushwalkam; Akash Gokul; Shafiq Joty; Nikhil Naik (ECCV Workshops (20), 2024)

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications. - Divyansh Agarwal; Alexander R. Fabbri; Ben Risher; Philippe Laban; Shafiq Joty; Chien-Sheng Wu (EMNLP (Industry Track), 2024)

FOLIO: Natural Language Reasoning with First-Order Logic. - Simeng Han; Hailey Schoelkopf; Yilun Zhao 001; Zhenting Qi; Martin Riddell; Wenfei Zhou; James Coady; David Peng; Yujie Qiao; Luke Benson; Lucy Sun; Alexander Wardle-Solano; et al. (EMNLP, 2024)

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains. - Simeng Han; Aaron Yu; Rui Shen; Zhenting Qi; Martin Riddell; Wenfei Zhou; Yujie Qiao; Yilun Zhao 001; Semih Yavuz; Ye Liu 006; Shafiq Joty; Yingbo Zhou; et al. (EMNLP (Findings), 2024)

DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts. - Mohammed Saidul Islam; Md. Tahmid Rahman Laskar; Md. Rizwan Parvez; Enamul Hoque; Shafiq Joty (EMNLP, 2024)

Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models. - Shayekh Bin Islam; Md. Asib Rahman; K. S. M. Tozammel Hossain; Enamul Hoque; Shafiq Joty; Md. Rizwan Parvez (EMNLP (Findings), 2024)

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. - Fangkai Jiao; Chengwei Qin; Zhengyuan Liu; Nancy F. Chen; Shafiq Joty (EMNLP, 2024)

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. - Md. Tahmid Rahman Laskar; Sawsan Alqahtani; M. Saiful Bari; Mizanur Rahman; Mohammad Abdullah Matin Khan; Haidar Khan; Israt Jahan; Amran Bhuiyan; Chee-Wei Tan 001; Md. Rizwan Parvez; Enamul Hoque; Shafiq Joty; et al. (EMNLP, 2024)

Evaluating Psychological Safety of Large Language Models. - Xingxuan Li; Yutong Li; Lin Qiu; Shafiq Joty; Lidong Bing (EMNLP, 2024)

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. - Hung Le 003; Hailin Chen; Amrita Saha; Akash Gokul; Doyen Sahoo; Shafiq Joty (ICLR, 2024)

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. - Xingxuan Li; Ruochen Zhao; Yew Ken Chia; Bosheng Ding; Shafiq Joty; Soujanya Poria; Lidong Bing (ICLR, 2024)

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. - Kung-Hsiang Huang; Philippe Laban; Alexander R. Fabbri; Prafulla Kumar Choubey; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (NAACL-HLT, 2024)

Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Bosheng Ding; Zhengyuan Liu; Nancy F. Chen; Shafiq Joty (NAACL-HLT, 2024)

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. - Yixin Liu 003; Alexander R. Fabbri; Jiawen Chen; Yilun Zhao 001; Simeng Han; Shafiq Joty; Pengfei Liu 003; Dragomir Radev; Chien-Sheng Wu; Arman Cohan (NAACL-HLT (Findings), 2024)

Lifelong Event Detection with Embedding Space Separation and Compaction. - Chengwei Qin; Ruirui Chen 002; Ruochen Zhao; Wenhan Xia; Shafiq Joty (NAACL (Short Papers), 2024)

AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP. - Ramit Sawhney; Shrey Pandit; Vishwa Shah; Megh Thakkar; Shafiq Joty (NAACL-HLT (Findings), 2024)

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. - Wenting Zhao 006; Ye Liu 006; Tong Niu; Yao Wan 001; Philip S. Yu; Shafiq Joty; Yingbo Zhou; Semih Yavuz (NAACL-HLT (Findings), 2024)

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. - Kung-Hsiang Huang; Hou Pong Chan; Yi Ren Fung 001; Haoyi Qiu; Mingyang Zhou; Shafiq Joty; Shih-Fu Chang; Heng Ji 001 (CoRR, 2024)

ParaICL: Towards Robust Parallel In-Context Learning. - Xingxuan Li; Xuan-Phi Nguyen; Shafiq Joty; Lidong Bing (CoRR, 2024)

How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. - Mathieu Ravaut; Bosheng Ding; Fangkai Jiao; Hailin Chen; Xingxuan Li; Ruochen Zhao; Chengwei Qin; Caiming Xiong; Shafiq Joty (CoRR, 2024)

Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions. - Divyansh Agarwal; Alexander R. Fabbri; Philippe Laban; Ben Risher; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (CoRR, 2024)

Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (CoRR, 2024)

SFR-RAG: Towards Contextually Faithful LLMs. - Xuan-Phi Nguyen; Shrey Pandit; Senthil Purushwalkam; Austin Xu; Hailin Chen; Yifei Ming; Zixuan Ke; Silvio Savarese; Caiming Xong; Shafiq Joty (CoRR, 2024)

Direct Judgement Preference Optimization. - Peifeng Wang; Austin Xu; Yilun Zhou; Caiming Xiong; Shafiq Joty (CoRR, 2024)

Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction. - Zhenmei Shi; Yifei Ming; Xuan-Phi Nguyen; Yingyu Liang; Shafiq Joty (CoRR, 2024)

JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking. - Tong Niu; Shafiq Joty; Ye Liu 006; Caiming Xiong; Yingbo Zhou; Semih Yavuz (CoRR, 2024)

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval. - Ye Liu 006; Rui Meng; Shafiq Joty; Silvio Savarese; Caiming Xiong; Yingbo Zhou; Semih Yavuz (CoRR, 2024)

Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown. - Lifu Tu; Rui Meng; Shafiq Joty; Yingbo Zhou; Semih Yavuz (CoRR, 2024)

StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs. - Hailin Chen; Fangkai Jiao; Mathieu Ravaut; Nawshad Farruque; Xuan-Phi Nguyen; Chengwei Qin; Manan Dey; Bosheng Ding; Caiming Xiong; Shafiq Joty; Yingbo Zhou (CoRR, 2024)

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. - Ansong Ni; Pengcheng Yin; Yilun Zhao 001; Martin Riddell; Troy Feng; Rui Shen; Stephen Yin; Ye Liu 006; Semih Yavuz; Caiming Xiong; Shafiq Joty; Yingbo Zhou; et al. (Trans. Assoc. Comput. Linguistics, 2024)

Improving Conversational Recommender System Via Contextual and Time-Aware Modeling With Less Domain-Specific Knowledge. - Lingzhi Wang 001; Shafiq Joty; Wei Gao 001; Xingshan Zeng; Kam-Fai Wong (IEEE Trans. Knowl. Data Eng., 2024)

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding. - Kung-Hsiang Huang; Can Qin; Haoyi Qiu; Philippe Laban; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (Findings), 2025)

Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks. - Xingxuan Li; Weiwen Xu; Ruochen Zhao; Fangkai Jiao; Shafiq Joty; Lidong Bing (ACL (1), 2025)

What Makes a Good Natural Language Prompt? - Do Xuan Long; Duy Dinh; Ngoc-Hai Nguyen; Kenji Kawaguchi; Nancy F. Chen; Shafiq Joty; Min-Yen Kan (ACL (1), 2025)

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines. - Do Xuan Long; Duong Ngoc Yen; Do Xuan Trong; Anh Tuan Luu; Kenji Kawaguchi; Shafiq Joty; Min-Yen Kan; Nancy F. Chen (ACL (Findings), 2025)

ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering. - Ahmed Masry; Mohammed Saidul Islam; Mahir Ahmed; Aayush Bajaj; Firoz Kabir; Aaryaman Kartha; Md. Tahmid Rahman Laskar; Mizanur Rahman; Shadikur Rahman; Mehrad Shahmohammadi; Megh Thakkar; Md. Rizwan Parvez; et al. (ACL (Findings), 2025)

Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning. - Chengwei Qin; Wenhan Xia; Fangkai Jiao; Chen Chen 075; Yuchen Hu; Bosheng Ding; Ruirui Chen 002; Shafiq Joty (ACL (1), 2025)

Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? - Chengwei Qin; Wenhan Xia; Tan Wang; Fangkai Jiao; Yuchen Hu; Bosheng Ding; Ruirui Chen 002; Shafiq Joty (ACL (Findings), 2025)

Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings. - Austin Xu; Srijan Bansal; Yifei Ming; Semih Yavuz; Shafiq Joty (ACL (1), 2025)

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (COLING, 2025)

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild. - Ahmed Masry; Megh Thakkar; Aayush Bajaj; Aaryaman Kartha; Enamul Hoque; Shafiq Joty (COLING (Industry), 2025)

Preference Optimization for Reasoning with Pseudo Feedback. - Fangkai Jiao; Geyang Guo; Xingxing Zhang; Nancy F. Chen; Shafiq Joty; Furu Wei (ICLR, 2025)

FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows". - Yifei Ming; Senthil Purushwalkam; Shrey Pandit; Zixuan Ke; Xuan-Phi Nguyen; Caiming Xiong; Shafiq Joty (ICLR, 2025)

ParaICL: Towards Parallel In-Context Learning. - Xingxuan Li; Xuan-Phi Nguyen; Shafiq Joty; Lidong Bing (NAACL (Long Papers), 2025)

ReIFE: Re-evaluating Instruction-Following Evaluation. - Yixin Liu 003; Kejian Shi; Alexander R. Fabbri; Yilun Zhao 001; Peifeng Wang; Chien-Sheng Wu; Shafiq Joty; Arman Cohan (NAACL (Long Papers), 2025)

LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs. - Do Xuan Long; Ngoc-Hai Nguyen; Tiviatis Sim; Hieu Dao; Shafiq Joty; Kenji Kawaguchi; Nancy F. Chen; Min-Yen Kan (NAACL (Long Papers), 2025)

On Positional Bias of Faithfulness for Long-form Summarization. - David Wan; Jesse Vig; Mohit Bansal; Shafiq Joty (NAACL (Long Papers), 2025)

A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems. - Zixuan Ke; Fangkai Jiao; Yifei Ming; Xuan-Phi Nguyen; Austin Xu; Do Xuan Long; Minzhi Li; Chengwei Qin; Peifeng Wang; Silvio Savarese; Caiming Xiong; Shafiq Joty (Trans. Mach. Learn. Res., 2025)

Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey. - Atsuyuki Miyai; Jingkang Yang; Jingyang Zhang; Yifei Ming; Yueqian Lin; Qing Yu; Go Irie; Shafiq Joty; Yixuan Li 001; Hai Helen Li; Ziwei Liu 002; Toshihiko Yamasaki; et al. (Trans. Mach. Learn. Res., 2025)

A Comprehensive Survey of Contamination Detection Methods in Large Language Models. - Mathieu Ravaut; Bosheng Ding; Fangkai Jiao; Hailin Chen; Xingxuan Li; Ruochen Zhao; Chengwei Qin; Caiming Xiong; Shafiq Joty (Trans. Mach. Learn. Res., 2025)

Demystifying Domain-adaptive Post-training for Financial LLMs. - Zixuan Ke; Yifei Ming; Xuan-Phi Nguyen; Caiming Xiong; Shafiq Joty (CoRR, 2025)

Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing. - Juntai Cao; Xiang Zhang; Raymond Li; Chuyuan Li; Shafiq Joty; Giuseppe Carenini (CoRR, 2025)

NAACL2025 Tutorial: Adaptation of Large Language Models. - Zixuan Ke; Yifei Ming; Shafiq Joty (CoRR, 2025)

Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators. - Yilun Zhou; Austin Xu; Peifeng Wang; Caiming Xiong; Shafiq Joty (CoRR, 2025)

SweRank: Software Issue Localization with Code Ranking. - Revanth Gangi Reddy; Tarun Suresh; JaeHyeok Doo; Ye Liu 006; Xuan-Phi Nguyen; Yingbo Zhou; Semih Yavuz; Caiming Xiong; Heng Ji 001; Shafiq Joty (CoRR, 2025)

Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? - Md. Tahmid Rahman Laskar; Mohammed Saidul Islam; Ridwan Mahbub; Ahmed Masry; Mizanur Rahman; Amran Bhuiyan; Mir Tafseer Nayeem; Shafiq Joty; Enamul Hoque; Jimmy Huang 001 (CoRR, 2025)

Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation. - Chengwei Qin; Wenxuan Zhou; Karthik Abinav Sankararaman; Nanshu Wang; Tengyu Xu; Alexander Radovic; Eryk Helenowski; Arya Talebzadeh; Aditya Tayade; Sinong Wang; Shafiq Joty; Han Fang; et al. (CoRR, 2025)

J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization. - Austin Xu; Yilun Zhou; Xuan-Phi Nguyen; Caiming Xiong; Shafiq Joty (CoRR, 2025)

MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision. - Zixuan Ke; Austin Xu; Yifei Ming; Xuan-Phi Nguyen; Caiming Xiong; Shafiq Joty (CoRR, 2025)

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. - Kung-Hsiang Huang; Hou Pong Chan; May Fung; Haoyi Qiu; Mingyang Zhou; Shafiq Joty; Shih-Fu Chang; Heng Ji 001 (IEEE Trans. Knowl. Data Eng., 2025)

Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows. - Yifei Ming; Zixuan Ke; Xuan-Phi Nguyen; Jiayu Wang; Shafiq Joty (CoRR, 2025)

Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning. - Jiayu Wang; Yifei Ming; Zixuan Ke; Caiming Xiong; Shafiq Joty; Aws Albarghouthi; Frederic Sala (CoRR, 2025)

The Emergence of Abstract Thought in Large Language Models Beyond Any Language. - Yuxin Chen; Yiran Zhao 006; Yang Zhang; An Zhang 003; Kenji Kawaguchi; Shafiq Joty; Junnan Li 001; Tat-Seng Chua; Michael Qizhe Shieh; Wenxuan Zhang 001 (CoRR, 2025)

Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text. - Mizanur Rahman; Md. Tahmid Rahman Laskar; Shafiq Joty; Enamul Hoque (CoRR, 2025)

From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text. - Ridwan Mahbub; Mohammed Saidul Islam; Mir Tafseer Nayeem; Md. Tahmid Rahman Laskar; Mizanur Rahman; Shafiq Joty; Enamul Hoque (CoRR, 2025)