Shafiq R. Joty

According to our database, Shafiq R. Joty authored at least 239 papers between 2007 and 2024.

Collaborative distances:

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

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, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji

CoRR, 2024

ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning.

Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty

CoRR, 2024

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, Anh Tuan Luu, Shafiq Joty

CoRR, 2024

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.

Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty

CoRR, 2024

BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models.

Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik

CoRR, 2024

Explaining Language Model Predictions with High-Impact Concepts.

Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning.

Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

PIANO: Influence Maximization Meets Deep Reinforcement Learning.

Hui Li, Mengting Xu, Sourav S. Bhowmick, Shafiq Rayhan Joty, Changsheng Sun, Jiangtao Cui

IEEE Trans. Comput. Soc. Syst., 2023

Improving In-context Learning via Bidirectional Alignment.

Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty

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

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.

Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

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

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

CoRR, 2023

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization.

Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan

CoRR, 2023

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text.

Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz

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

On Position Bias in Summarization with Large Language Models.

Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen

CoRR, 2023

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.

Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty

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

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models.

Ansong Ni, Pengcheng Yin, Yilun Zhao, Martin Riddell, Troy Feng, Rui Shen, Stephen Yin, Ye Liu, Semih Yavuz, Caiming Xiong, Shafiq Joty, Yingbo Zhou, Dragomir Radev, Arman Cohan

CoRR, 2023

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

CoRR, 2023

XGen-7B Technical Report.

Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong

CoRR, 2023

Exploring the Integration Strategies of Retriever and Large Language Models.

Ye Liu, Semih Yavuz, Rui Meng, Meghana Moorthy, Shafiq Joty, Caiming Xiong, Yingbo Zhou

CoRR, 2023

PromptSum: Parameter-Efficient Controllable Abstractive Summarization.

Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen

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

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

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

UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.

Ahmed Masry, Parsa Kavehzadeh, Xuan Long Do, Enamul Hoque, Shafiq R. Joty

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

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

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

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.

Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi

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

Explaining Language Models' Predictions with High-Impact Concepts.

Ruochen Zhao, Shafiq R. Joty, Yongjie Wang, Tan Wang

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

Retrieving Multimodal Information for Augmented Generation: A Survey.

Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, 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

Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation.

Xiang Lin, Prathyusha Jwalapuram, Shafiq R. Joty

CoRR, 2023

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair.

Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models.

Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 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

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

Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models.

Weishi Wang, Yue Wang, Steven C. H. Hoi, Shafiq Joty

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation.

Chengwei Qin, Chen Chen, Shafiq Joty

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.

Ahmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution.

Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou

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

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation.

Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation.

Hailin Chen, Amrita Saha, Steven Chu-Hong Hoi, Shafiq Joty

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.

Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing

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

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

Unsupervised Summarization Re-ranking.

Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen

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

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?

Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao

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

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.

Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu

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

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations.

Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing

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

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation.

Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev

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

Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding.

Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin

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

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

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.

Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

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

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

Is GPT-3 a Good Data Annotator?

Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing

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

2022

SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning.

M. Saiful Bari, Aston Zhang, Shuai Zheng, Xingjian Shi, Yi Zhu, Shafiq Joty, Mu Li

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

Is GPT-3 a Good Data Annotator?

Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li

CoRR, 2022

BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems.

Guangsen Wang, Shafiq R. Joty, Junnan Li, Steven C. H. Hoi

CoRR, 2022

Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge.

Lingzhi Wang, Shafiq R. Joty, Wei Gao, Xingshan Zeng, Kam-Fai Wong

CoRR, 2022

FOLIO: Natural Language Reasoning with First-Order Logic.

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

CoRR, 2022

Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model.

Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw

CoRR, 2022

LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education.

Peng Chen, Hui Li, Sourav S. Bhowmick, Shafiq R. Joty, Weiguo Wang

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model.

Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw

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

Proceedings of the Machine Learning for Health, 2022

GradMask: Gradient-Guided Token Masking for Textual Adversarial Example Detection.

Han Cheol Moon, Shafiq R. Joty, Xu Chi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5.

Chengwei Qin, Shafiq R. Joty

Proceedings of the Tenth International Conference on Learning Representations, 2022

Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation.

Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq R. Joty

Proceedings of the Tenth International Conference on Learning Representations, 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

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

Towards Summary Candidates Fusion.

Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen

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

Data Selection Curriculum for Neural Machine Translation.

Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty

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

Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples.

Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si

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

Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning.

Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang

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

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

Learning Label Modular Prompts for Text Classification in the Wild.

Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi

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

Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings.

Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si

Proceedings of the 29th International Conference on Computational Linguistics, 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

Proceedings of the 29th International Conference on Computational Linguistics, 2022

SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization.

Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen

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

Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation.

Chengwei Qin, Shafiq R. Joty

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

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

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

Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling.

Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin

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

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

Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq R. Joty, Luo Si, Chunyan Miao

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

Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text.

Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi

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

UNISON: Unpaired Cross-Lingual Image Captioning.

Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq R. Joty, Jiuxiang Gu

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

2021

Knowledge Based Multilingual Language Model.

Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si

CoRR, 2021

Cascaded Fast and Slow Models for Efficient Semantic Code Search.

Akhilesh Deepak Gotmare, Junnan Li, 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, Shafiq R. Joty

CoRR, 2021

Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning.

Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi

CoRR, 2021

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

Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

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

Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Addressing the Vulnerability of NMT in Input Perturbations.

Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty

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.

Samson Tan, Shafiq R. Joty

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

RST Parsing from Scratch.

Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li

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.

Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad

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.

Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw

Proceedings of the 38th International Conference on Machine Learning, 2021

Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation.

Xiang Lin, Simeng Han, Shafiq R. Joty

Proceedings of the 38th International Conference on Machine Learning, 2021

Preventing Early Endpointing for Online Automatic Speech Recognition.

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2021

A Unified Speaker Adaptation Approach for ASR.

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma

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

Effective Fine-Tuning Methods for Cross-lingual Adaptation.

Tao Yu, Shafiq R. Joty

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

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.

Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi

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

Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks.

Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty

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.

Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty

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.

Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty

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.

Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan

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.

Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li

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.

Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty

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.

Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao

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.

M. Saiful Bari, Tasnim Mohiuddin, Shafiq R. Joty

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.

Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong

ACM Trans. Intell. Syst. Technol., 2020

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

Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq R. Joty

Neurocomputing, 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

Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation.

Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw

CoRR, 2020

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

Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

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

CohEval: Benchmarking Coherence Models.

Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, 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

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

M. Saiful Bari, Muhammad Tasnim Mohiuddin, Shafiq R. Joty

CoRR, 2020

Unsupervised Word Translation with Adversarial Autoencoder.

Tasnim Mohiuddin, Shafiq R. Joty

Comput. Linguistics, 2020

Data Diversification: A Simple Strategy For Neural Machine Translation.

Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Self-Supervised Relationship Probing.

Jiuxiang Gu, Jason Kuen, Shafiq R. Joty, Jianfei Cai, Vlad I. Morariu, Handong Zhao, Tong Sun

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.

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma

Proceedings of the Interspeech 2020, 2020

Universal Speech Transformer.

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma

Proceedings of the Interspeech 2020, 2020

Speech Transformer with Speaker Aware Persistent Memory.

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma

Proceedings of the Interspeech 2020, 2020

Tree-Structured Attention with Hierarchical Accumulation.

Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher

Proceedings of the 8th International Conference on Learning Representations, 2020

Online Conversation Disentanglement with Pointer Networks.

Tao Yu, Shafiq R. Joty

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

VD-BERT: A Unified Vision and Dialog Transformer with BERT.

Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi

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

Response Selection for Multi-Party Conversations with Dynamic Topic Tracking.

Weishi Wang, Steven C. H. Hoi, Shafiq R. Joty

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.

Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan

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.

Tasnim Mohiuddin, M. Saiful Bari, Shafiq Rayhan Joty

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

Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses.

Prathyusha Jwalapuram, Shafiq R. Joty, Youlin Shen

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

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.

Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu

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

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.

Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai

Proceedings of the Computer Vision - ECCV 2020, 2020

It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.

Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher

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

Differentiable Window for Dynamic Local Attention.

Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li

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

Efficient Constituency Parsing by Pointing.

Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li

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.

Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

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

Zero-Resource Cross-Lingual Named Entity Recognition.

M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Resurrecting Submodularity in Neural Abstractive Summarization.

Simeng Han, Xiang Lin, Shafiq R. Joty

CoRR, 2019

Data Diversification: An Elegant Strategy For Neural Machine Translation.

Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw

CoRR, 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

Proceedings of the 2019 International Conference on Management of Data, 2019

Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation.

Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty

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.

Tasnim Mohiuddin, Shafiq R. Joty

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.

Xiangxi Shi, Jianfei Cai, Shafiq R. Joty, Jiuxiang Gu

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Unpaired Image Captioning via Scene Graph Alignments.

Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech.

Sameer Khurana, Shafiq Rayhan Joty, Ahmed Ali, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2019

A Unified Neural Coherence Model.

Han Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi

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.

Linlin Liu, Xiang Lin, Shafiq R. Joty, Simeng Han, Lidong Bing

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.

Swaraj Khadanga, Karan Aggarwal, Shafiq R. Joty, Jaideep Srivastava

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.

Prathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov

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.

Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing.

Xiang Lin, Shafiq R. Joty, Prathyusha Jwalapuram, Saiful Bari

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Discourse Analysis and Its Applications.

Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray

Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

Adversarial Unsupervised Representation Learning for Activity Time-Series.

Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava

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

2018

Distributed Representations of Tuples for Entity Resolution.

Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang

Proc. VLDB Endow., 2018

Phrase-Based Attentions.

Phi Xuan Nguyen, Shafiq R. Joty

CoRR, 2018

Reuse and Adaptation for Entity Resolution through Transfer Learning.

Saravanan Thirumuruganathan, Shameem Ahamed Puthiya Parambath, Mourad Ouzzani, Nan Tang, Shafiq R. Joty

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

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

Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach.

Shafiq R. Joty, Tasnim Mohiuddin

Comput. Linguistics, 2018

SegBot: A Generic Neural Text Segmentation Model with Pointer Network.

Jing Li, Aixin Sun, Shafiq R. Joty

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.

Firoj Alam, Shafiq R. Joty, Muhammad Imran

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Discourse Processing and Its Applications in Text Mining.

Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray

Proceedings of the IEEE International Conference on Data Mining, 2018

Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings.

Shafiq R. Joty, Lluís Màrquez, Preslav Nakov

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.

Qing Li, Qingyi Tao, Shafiq R. Joty, Jianfei Cai, Jiebo Luo

Proceedings of the Computer Vision - ECCV 2018, 2018

Unpaired Image Captioning by Language Pivoting.

Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Gang Wang

Proceedings of the Computer Vision - ECCV 2018, 2018

Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models.

Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang

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

NLP for Conversations: Sentiment, Summarization, and Group Dynamics.

Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty

Proceedings of the COLING 2018, 2018

ANR: Aspect-based Neural Recommender.

Jin Yao Chin, Kaiqi Zhao, Shafiq R. Joty, Gao Cong

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.

Karan Aggarwal, Swaraj Khadanga, Shafiq R. Joty, Louis Kazaglis, Jaideep Srivastava

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach.

Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen

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

Domain Adaptation with Adversarial Training and Graph Embeddings.

Firoj Alam, Shafiq R. Joty, Muhammad Imran

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

2017

Domain adaptation using neural network joint model.

Shafiq R. Joty, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali

Comput. Speech Lang., 2017

Machine translation evaluation with neural networks.

Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov

Comput. Speech Lang., 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

DeepER - Deep Entity Resolution.

Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang

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

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

Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat

CoRR, 2017

Discourse Structure in Machine Translation Evaluation.

Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov

Comput. Linguistics, 2017

Cross-Language Question Re-Ranking.

Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov

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.

Tanay Kumar Saha, Shafiq R. Joty, Mohammad Al Hasan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

CQAVis: Visual Text Analytics for Community Question Answering.

Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Giuseppe Carenini

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 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, Muhammad Imran, Prasenjit Mitra

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Cross-language Learning with Adversarial Neural Networks.

Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Regularized and Retrofitted models for Learning Sentence Representation with Context.

Tanay Kumar Saha, Shafiq R. Joty, Naeemul Hassan, Mohammad Al Hasan

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Neural Local Coherence Model.

Dat Tien Nguyen, Shafiq Rayhan Joty

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.

Aarti Sathyanarayana, Shafiq R. Joty, Luis Fernández-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed K. Elmagarmid, Shahrad Taheri, Teresa Arora

CoRR, 2016

Dis-S2V: Discourse Informed Sen2Vec.

Tanay Kumar Saha, Shafiq R. Joty, Naeemul Hassan, Mohammad Al Hasan

CoRR, 2016

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

Dat Tien Nguyen, Shafiq R. Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra

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, Muhammad Imran, Prasenjit Mitra

CoRR, 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

CoRR, 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

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Joint Learning with Global Inference for Comment Classification in Community Question Answering.

Shafiq R. Joty, Lluís Màrquez, Preslav Nakov

Proceedings of the NAACL HLT 2016, 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

Proceedings of the COLING 2016, 2016

A Deep Fusion Model for Domain Adaptation in Phrase-based MT.

Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali

Proceedings of the COLING 2016, 2016

Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models.

Shafiq R. Joty, Enamul Hoque

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

CODRA: A Novel Discriminative Framework for Rhetorical Analysis.

Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng

Comput. Linguistics, 2015

QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English.

Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, Iman Saleh, Hamdy Mubarak, Wei Gao, Preslav Nakov, Giovanni Da San Martino, Alessandro Moschitti, Kareem Darwish, Lluís Màrquez, Shafiq R. Joty, Walid Magdy

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Using joint models or domain adaptation in statistical machine translation.

Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali, Stephan Vogel

Proceedings of Machine Translation Summit XV: Papers, 2015

Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings.

Pengfei Liu, Shafiq R. Joty, Helen M. Meng

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

How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models.

Shafiq R. Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali, Stephan Vogel

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

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

Pairwise Neural Machine Translation Evaluation.

Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov

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.

Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti

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.

Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Semantic Kernels for Semantic Parsing.

Iman Saleh, Alessandro Moschitti, Preslav Nakov, Lluís Màrquez, Shafiq R. Joty

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Discriminative Reranking of Discourse Parses Using Tree Kernels.

Shafiq R. Joty, Alessandro Moschitti

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Learning to Differentiate Better from Worse Translations.

Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov, Massimo Nicosia

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.

Iman Saleh, Scott Cyphers, James R. Glass, Shafiq R. Joty, Lluís Màrquez i Villodre, Alessandro Moschitti, Preslav Nakov

Proceedings of the COLING 2014, 2014

Using Discourse Structure Improves Machine Translation Evaluation.

Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Topic Segmentation and Labeling in Asynchronous Conversations.

Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng

J. Artif. Intell. Res., 2013

Dialogue Act Recognition in Synchronous and Asynchronous Conversations.

Maryam Tavafi, Yashar Mehdad, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng

Proceedings of the SIGDIAL 2013 Conference, 2013

Towards Topic Labeling with Phrase Entailment and Aggregation.

Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Shafiq R. Joty

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.

Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Yashar Mehdad

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

2012

A Novel Discriminative Framework for Sentence-Level Discourse Analysis.

Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng

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.

Yllias Chali, Sadid A. Hasan, Shafiq R. Joty

Inf. Process. Manag., 2011

Unsupervised Modeling of Dialog Acts in Asynchronous Conversations.

Shafiq R. Joty, Giuseppe Carenini, Chin-Yew Lin

Proceedings of the IJCAI 2011, 2011

Supervised Topic Segmentation of Email Conversations.

Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Exploiting Conversational Features to Detect High-Quality Blog Comments.

Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.

Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009

Complex Question Answering: Unsupervised Learning Approaches and Experiments.

Yllias Chali, Shafiq R. Joty, Sadid A. Hasan

J. Artif. Intell. Res., 2009

A SVM-Based Ensemble Approach to Multi-Document Summarization.

Yllias Chali, Sadid A. Hasan, Shafiq R. Joty

Proceedings of the Advances in Artificial Intelligence, 2009

Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering?

Yllias Chali, Sadid A. Hasan, Shafiq R. Joty

Proceedings of the ACL 2009, 2009

2008

The University of British Columbia at TAC 2008.

Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng

Proceedings of the First Text Analysis Conference, 2008

UofL at TAC 2008 Update Summarization and Question Answering.

Yllias Chali, Sadid A. Hasan, Shafiq R. Joty

Proceedings of the First Text Analysis Conference, 2008

Answering Complex Questions Using Query-Focused Summarization Technique.

Yllias Chali, Shafiq R. Joty

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.

Yllias Chali, Shafiq R. Joty

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Unsupervised Approach for Selecting Sentences in Query-based Summarization.

Yllias Chali, Shafiq R. Joty

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Selecting Sentences for Answering Complex Questions.

Yllias Chali, Shafiq R. Joty

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.

Yllias Chali, Shafiq R. Joty

Proceedings of the ACL 2008, 2008

2007

University of Lethbridge's Participation in TREC 2007 QA Track.

Yllias Chali, Shafiq R. Joty

Proceedings of The Sixteenth Text REtrieval Conference, 2007

UofL: Word Sense Disambiguation Using Lexical Cohesion.

Yllias Chali, Shafiq R. Joty

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007