Shafiq R. Joty

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 229

Top Venues

Publications

Xiang Lin, Prathyusha Jwalapuram, Shafiq R. Joty
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation. CoRR (2023)
Ahmed Masry, Parsa Kavehzadeh, Xuan Long Do, Enamul Hoque, Shafiq R. Joty
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning. CoRR (2023)
Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. CoRR (2023)
Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. CoRR (2023)
Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Long Do, Weishi Wang, Md. Rizwan Parvez, Shafiq R. Joty
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. CoRR (2023)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Unsupervised Summarization Re-ranking. ACL (Findings) (2023)
Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL (1) (2023)
Ruochen Zhao, Shafiq R. Joty, Yongjie Wang, Tan Wang
Explaining Language Models' Predictions with High-Impact Concepts. CoRR (2023)
Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. CoRR (2023)
Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. CoRR (2023)
Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. ACL (1) (2023)
Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? CoRR (2023)
Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. CoRR (2023)
Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. ACL (1) (2023)
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty
Retrieving Multimodal Information for Augmented Generation: A Survey. CoRR (2023)
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. CoRR (2023)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Towards Summary Candidates Fusion. CoRR (2022)
Xingxuan Li, Yutong Li, Linlin Liu, Lidong Bing, Shafiq R. Joty
Is GPT-3 a Psychopath? Evaluating Large Language Models from a Psychological Perspective. CoRR (2022)
Peng Chen, Hui Li, Sourav S. Bhowmick, Shafiq R. Joty, Weiguo Wang
LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education. SIGMOD Conference (2022)
Chengwei Qin, Shafiq R. Joty
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. ACL (1) (2022)
Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty
OpenCQA: Open-ended Question Answering with Charts. CoRR (2022)
Simeng Han, Hailey Schoelkopf, Yilun Zhao, Zhenting Qi, Martin Riddell, Luke Benson, Lucy Sun, Ekaterina Zubova, Yujie Qiao, Matthew Burtell, David Peng, Jonathan Fan, Yixin Liu, Brian Wong, Malcolm Sailor, Ansong Ni, Linyong Nan, Jungo Kasai, Tao Yu, Rui Zhang, Shafiq R. Joty, Alexander R. Fabbri, Wojciech Kryscinski, Xi Victoria Lin, Caiming Xiong, Dragomir Radev
FOLIO: Natural Language Reasoning with First-Order Logic. CoRR (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. CoRR (2022)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. EMNLP (Demos) (2022)
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
SleepQA: A Health Coaching Dataset on Sleep for Extractive Question Answering. ML4H@NeurIPS (2022)
Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq R. Joty
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation. ICLR (2022)
Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. CoRR (2022)
Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling. ACL (1) (2022)
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Learning Label Modular Prompts for Text Classification in the Wild. CoRR (2022)
Lingzhi Wang, Shafiq R. Joty, Wei Gao, Xingshan Zeng, Kam-Fai Wong
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge. CoRR (2022)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. CoRR (2022)
Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Lidong Bing, Shafiq R. Joty, Luo Si
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. CoRR (2022)
Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. CoRR (2022)
Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty
OpenCQA: Open-ended Question Answering with Charts. EMNLP (2022)
Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. CoRR (2022)
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. CoRR (2022)
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty
Data Selection Curriculum for Neural Machine Translation. EMNLP (Findings) (2022)
Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. EMNLP (Findings) (2022)
Han Cheol Moon, Shafiq R. Joty, Xu Chi
GradMask: Gradient-Guided Token Masking for Textual Adversarial Example Detection. KDD (2022)
Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq R. Joty, Jiuxiang Gu
UNISON: Unpaired Cross-Lingual Image Captioning. AAAI (2022)
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text. AAAI (2022)
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
CoHS-CQG: Context and History Selection for Conversational Question Generation. COLING (2022)
Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. EMNLP (2022)
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty
Data Selection Curriculum for Neural Machine Translation. CoRR (2022)
Bosheng Ding, Junjie Hu, Lidong Bing, Mahani Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. ACL (1) (2022)
Chengwei Qin, Shafiq R. Joty
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. ICLR (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. ACL (1) (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Towards Summary Candidates Fusion. EMNLP (2022)
Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. ACL (Findings) (2022)
Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. NeurIPS (2022)
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. CoRR (2022)
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Learning Label Modular Prompts for Text Classification in the Wild. EMNLP (2022)
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. ACL (1) (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Unsupervised Summarization Re-ranking. CoRR (2022)
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
CoHS-CQG: Context and History Selection for Conversational Question Generation. CoRR (2022)
Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li
Is GPT-3 a Good Data Annotator? CoRR (2022)
Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. COLING (2022)
Guangsen Wang, Shafiq R. Joty, Junnan Li, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems. CoRR (2022)
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
Reliability Testing for Natural Language Processing Systems. ACL/IJCNLP (1) (2021)
Tao Yu, Shafiq R. Joty
Effective Fine-Tuning Methods for Cross-lingual Adaptation. EMNLP (1) (2021)
Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si
Knowledge Based Multilingual Language Model. CoRR (2021)
Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. CoRR (2021)
Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. SIGMOD Conference (2021)
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
AugVic: Exploiting BiText Vicinity for Low-Resource NMT. ACL/IJCNLP (Findings) (2021)
Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty
Addressing the Vulnerability of NMT in Input Perturbations. NAACL-HLT (Industry Papers) (2021)
Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. NeurIPS (2021)
Akhilesh Deepak Gotmare, Junnan Li, Shafiq R. Joty, Steven C. H. Hoi
Cascaded Fast and Slow Models for Efficient Semantic Code Search. CoRR (2021)
Samson Tan, Shafiq R. Joty
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. CoRR (2021)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
RST Parsing from Scratch. CoRR (2021)
Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw
Cross-model Back-translated Distillation for Unsupervised Machine Translation. ICML (2021)
Xiangxi Shi, Zhonghua Wu, Guosheng Lin, Jianfei Cai, Shafiq R. Joty
Remember What You have drawn: Semantic Image Manipulation with Memory. CoRR (2021)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
A Conditional Splitting Framework for Efficient Constituency Parsing. CoRR (2021)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
A Unified Speaker Adaptation Approach for ASR. CoRR (2021)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
A Unified Speaker Adaptation Approach for ASR. EMNLP (1) (2021)
Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty
Addressing the Vulnerability of NMT in Input Perturbations. CoRR (2021)
Samson Tan, Shafiq R. Joty
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. NAACL-HLT (2021)
Xiang Lin, Simeng Han, Shafiq R. Joty
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation. CoRR (2021)
Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, Steven C. H. Hoi
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. CoRR (2021)
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani
GeDi: Generative Discriminator Guided Sequence Generation. EMNLP (Findings) (2021)
Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty
Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network. CIKM (2021)
Xiang Lin, Simeng Han, Shafiq R. Joty
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation. ICML (2021)
Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. CoRR (2021)
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
Reliability Testing for Natural Language Processing Systems. CoRR (2021)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
Preventing Early Endpointing for Online Automatic Speech Recognition. ICASSP (2021)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
RST Parsing from Scratch. NAACL-HLT (2021)
Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty
Span-level Emotion Cause Analysis with Neural Sequence Tagging. CIKM (2021)
Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. NAACL-HLT (2021)
Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. EMNLP (1) (2021)
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT. CoRR (2021)
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning. CoRR (2021)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
A Conditional Splitting Framework for Efficient Constituency Parsing. ACL/IJCNLP (1) (2021)
Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks. EACL (2021)
Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling. CoRR (2021)
M. Saiful Bari, Tasnim Mohiuddin, Shafiq R. Joty
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP. ACL/IJCNLP (1) (2021)
Samson Tan, Shafiq R. Joty
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. CALCS@NAACL (2021)
Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. CoRR (2021)
Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. CoRR (2021)
Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER. ACL/IJCNLP (1) (2021)
Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks. ACM Trans. Intell. Syst. Technol. 11 (4) (2020)
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. ACL (2020)

Shafiq R. Joty.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shafiq R. Joty