Shafiq R. Joty

260 papers A* 38A 12B 5Misc 2Journal 123Unranked 79
YearRankTypeTitle / Venue / Authors
2023 J jnl
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases.
CoRR
Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria
2023 J jnl
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation.
CoRR
Xiang Lin, Prathyusha Jwalapuram, Shafiq R. Joty
2023 J jnl
Explaining Language Models' Predictions with High-Impact Concepts.
CoRR
Ruochen Zhao, Shafiq R. Joty, Yongjie Wang, Tan Wang
2023 — conf
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
ACL (1)
Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
2023 J jnl
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
CoRR
Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
2023 J jnl
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models.
CoRR
Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen
2023 — conf
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation.
ACL (1)
Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw
2023 J jnl
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation.
CoRR
Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw
2023 — conf
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.
ACL (1)
Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu
2023 J jnl
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.
CoRR
Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi
2023 J jnl
Retrieving Multimodal Information for Augmented Generation: A Survey.
CoRR
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty
2023 J jnl
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation.
CoRR
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2023 J jnl
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.
CoRR
Ahmed Masry, Parsa Kavehzadeh, Xuan Long Do, Enamul Hoque, Shafiq R. Joty
2023 — conf
Unsupervised Summarization Re-ranking.
ACL (Findings)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2023 J jnl
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.
CoRR
Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing
2023 J jnl
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.
CoRR
Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Long Do, Weishi Wang, Md. Rizwan Parvez, Shafiq R. Joty
2022 — conf
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning.
EMNLP (Findings)
Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang
2022 J jnl
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning.
CoRR
Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang
2022 — conf
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems.
EMNLP (Demos)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
2022 J jnl
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems.
CoRR
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
2022 J jnl
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems.
CoRR
Guangsen Wang, Shafiq R. Joty, Junnan Li, Steven C. H. Hoi
2022 — conf
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization.
ACL (1)
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty
2022 J jnl
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization.
CoRR
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty
2022 — conf
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.
ACL (Findings)
Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque
2022 J jnl
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.
CoRR
Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque
2022 B conf
CoHS-CQG: Context and History Selection for Conversational Question Generation.
COLING
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
2022 J jnl
CoHS-CQG: Context and History Selection for Conversational Question Generation.
CoRR
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
2022 — conf
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation.
ACL (1)
Chengwei Qin, Shafiq R. Joty
2022 J jnl
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation.
CoRR
Chengwei Qin, Shafiq R. Joty
2022 A* conf
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation.
ICLR
Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq R. Joty
2022 — conf
Data Selection Curriculum for Neural Machine Translation.
EMNLP (Findings)
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty
2022 J jnl
Data Selection Curriculum for Neural Machine Translation.
CoRR
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty
2022 A* conf
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples.
EMNLP
Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si
2022 J jnl
FOLIO: Natural Language Reasoning with First-Order Logic.
CoRR
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
2022 — conf
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems.
ACL (1)
Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq R. Joty, Luo Si, Chunyan Miao
2022 A* conf
GradMask: Gradient-Guided Token Masking for Textual Adversarial Example Detection.
KDD
Han Cheol Moon, Shafiq R. Joty, Xu Chi
2022 J jnl
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge.
CoRR
Lingzhi Wang, Shafiq R. Joty, Wei Gao, Xingshan Zeng, Kam-Fai Wong
2022 J jnl
Is GPT-3 a Good Data Annotator?
CoRR
Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li
2022 J jnl
Is GPT-3 a Psychopath? Evaluating Large Language Models from a Psychological Perspective.
CoRR
Xingxuan Li, Yutong Li, Linlin Liu, Lidong Bing, Shafiq R. Joty
2022 — conf
LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education.
SIGMOD Conference
Peng Chen, Hui Li, Sourav S. Bhowmick, Shafiq R. Joty, Weiguo Wang
2022 A* conf
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5.
ICLR
Chengwei Qin, Shafiq R. Joty
2022 A* conf
Learning Label Modular Prompts for Text Classification in the Wild.
EMNLP
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2022 J jnl
Learning Label Modular Prompts for Text Classification in the Wild.
CoRR
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2022 A* conf
OpenCQA: Open-ended Question Answering with Charts.
EMNLP
Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty
2022 J jnl
OpenCQA: Open-ended Question Answering with Charts.
CoRR
Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty
2022 J jnl
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model.
CoRR
Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2022 A* conf
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model.
NeurIPS
Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
2022 — conf
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling.
ACL (1)
Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin
2022 J jnl
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation.
CoRR
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
2022 — conf
SleepQA: A Health Coaching Dataset on Sleep for Extractive Question Answering.
ML4H@NeurIPS
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
2022 — conf
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization.
ACL (1)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 J jnl
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization.
CoRR
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 B conf
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings.
COLING
Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si
2022 J jnl
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations.
CoRR
Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Lidong Bing, Shafiq R. Joty, Luo Si
2022 A* conf
Towards Summary Candidates Fusion.
EMNLP
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 J jnl
Towards Summary Candidates Fusion.
CoRR
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 A* conf
UNISON: Unpaired Cross-Lingual Image Captioning.
AAAI
Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq R. Joty, Jiuxiang Gu
2022 J jnl
Unsupervised Summarization Re-ranking.
CoRR
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 A* conf
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text.
AAAI
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2021 — conf
A Conditional Splitting Framework for Efficient Constituency Parsing.
ACL/IJCNLP (1)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 J jnl
A Conditional Splitting Framework for Efficient Constituency Parsing.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 — conf
A Unified Speaker Adaptation Approach for ASR.
EMNLP (1)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2021 J jnl
A Unified Speaker Adaptation Approach for ASR.
CoRR
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2021 J jnl
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT.
CoRR
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
2021 — conf
Addressing the Vulnerability of NMT in Input Perturbations.
NAACL-HLT (Industry Papers)
Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty
2021 J jnl
Addressing the Vulnerability of NMT in Input Perturbations.
CoRR
Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty
2021 A* conf
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation.
NeurIPS
Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi
2021 J jnl
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation.
CoRR
Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, Steven C. H. Hoi
2021 — conf
AugVic: Exploiting BiText Vicinity for Low-Resource NMT.
ACL/IJCNLP (Findings)
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
2021 J jnl
Cascaded Fast and Slow Models for Efficient Semantic Code Search.
CoRR
Akhilesh Deepak Gotmare, Junnan Li, Shafiq R. Joty, Steven C. H. Hoi
2021 — conf
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
CALCS@NAACL
Samson Tan, Shafiq R. Joty
2021 — conf
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
NAACL-HLT
Samson Tan, Shafiq R. Joty
2021 J jnl
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
CoRR
Samson Tan, Shafiq R. Joty
2021 — conf
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.
EMNLP (1)
Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
2021 J jnl
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.
CoRR
Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
2021 A* conf
Cross-model Back-translated Distillation for Unsupervised Machine Translation.
ICML
Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw
2021 — conf
Effective Fine-Tuning Methods for Cross-lingual Adaptation.
EMNLP (1)
Tao Yu, Shafiq R. Joty
2021 — conf
GeDi: Generative Discriminator Guided Sequence Generation.
EMNLP (Findings)
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani
2021 J jnl
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems.
CoRR
Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao
2021 — conf
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation.
NAACL-HLT
Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad
2021 J jnl
Knowledge Based Multilingual Language Model.
CoRR
Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si
2021 J jnl
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5.
CoRR
Chengwei Qin, Shafiq R. Joty
2021 — conf
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER.
ACL/IJCNLP (1)
Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao
2021 Misc conf
Preventing Early Endpointing for Online Automatic Speech Recognition.
ICASSP
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2021 — conf
RST Parsing from Scratch.
NAACL-HLT
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 J jnl
RST Parsing from Scratch.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 — conf
Reliability Testing for Natural Language Processing Systems.
ACL/IJCNLP (1)
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
2021 J jnl
Reliability Testing for Natural Language Processing Systems.
CoRR
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
2021 J jnl
Remember What You have drawn: Semantic Image Manipulation with Memory.
CoRR
Xiangxi Shi, Zhonghua Wu, Guosheng Lin, Jianfei Cai, Shafiq R. Joty
2021 A conf
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks.
EACL
Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty
2021 J jnl
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling.
CoRR
Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin
2021 A conf
Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network.
CIKM
Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty
2021 A conf
Span-level Emotion Cause Analysis with Neural Sequence Tagging.
CIKM
Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty
2021 A* conf
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation.
ICML
Xiang Lin, Simeng Han, Shafiq R. Joty
2021 J jnl
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation.
CoRR
Xiang Lin, Simeng Han, Shafiq R. Joty
2021 — conf
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans.
SIGMOD Conference
Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen
2021 J jnl
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans.
CoRR
Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen
2021 J jnl
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings.
CoRR
Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si
2021 — conf
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP.
ACL/IJCNLP (1)
M. Saiful Bari, Tasnim Mohiuddin, Shafiq R. Joty
2021 J jnl
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning.
CoRR
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2020 J jnl
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks.
ACM Trans. Intell. Syst. Technol.
Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong
2020 J jnl
Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation.
CoRR
Prathyusha Jwalapuram, Barbara Rychalska, Shafiq R. Joty, Dominika Basaj
2020 J jnl
CohEval: Benchmarking Coherence Models.
CoRR
Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty
2020 A conf
Cross Attention with Monotonic Alignment for Speech Transformer.
INTERSPEECH
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2020 J jnl
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks.
CoRR
Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao
2020 — conf
DAGA: Data Augmentation with a Generation Approach forLow-resource Tagging Tasks.
EMNLP (1)
Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao
2020 A* conf
Data Diversification: A Simple Strategy For Neural Machine Translation.
NeurIPS
Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
2020 A* conf
Differentiable Window for Dynamic Local Attention.
ACL
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 J jnl
Differentiable Window for Dynamic Local Attention.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 — conf
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
EMNLP (1)
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 A* conf
Efficient Constituency Parsing by Pointing.
ACL
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 J jnl
Efficient Constituency Parsing by Pointing.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 A* conf
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
ACL
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 — conf
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning.
ECCV (14)
Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai
2020 J jnl
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning.
CoRR
Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai
2020 J jnl
GeDi: Generative Discriminator Guided Sequence Generation.
CoRR
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani
2020 J jnl
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation.
CoRR
Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad
2020 A* conf
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.
ACL
Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
2020 J jnl
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.
CoRR
Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
2020 J jnl
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space.
CoRR
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
2020 J jnl
Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding.
CoRR
Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan
2020 — conf
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding.
EMNLP (1)
Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan
2020 J jnl
Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation.
CoRR
Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2020 J jnl
MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP.
CoRR
M. Saiful Bari, Muhammad Tasnim Mohiuddin, Shafiq R. Joty
2020 — conf
Online Conversation Disentanglement with Pointer Networks.
EMNLP (1)
Tao Yu, Shafiq R. Joty
2020 J jnl
Online Conversation Disentanglement with Pointer Networks.
CoRR
Tao Yu, Shafiq R. Joty
2020 — ed.
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020
SustaiNLP@EMNLP
Nafise Sadat Moosavi, Angela Fan, Vered Shwartz, Goran Glavas, Shafiq R. Joty, Alex Wang, Thomas Wolf
2020 — conf
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses.
EMNLP (1)
Prathyusha Jwalapuram, Shafiq R. Joty, Youlin Shen
2020 J jnl
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses.
CoRR
Prathyusha Jwalapuram, Shafiq R. Joty, Youlin Shen
2020 — conf
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking.
EMNLP (1)
Weishi Wang, Steven C. H. Hoi, Shafiq R. Joty
2020 J jnl
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking.
CoRR
Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
2020 A* conf
Self-Supervised Relationship Probing.
NeurIPS
Jiuxiang Gu, Jason Kuen, Shafiq R. Joty, Jianfei Cai, Vlad I. Morariu, Handong Zhao, Tong Sun
2020 A conf
Speech Transformer with Speaker Aware Persistent Memory.
INTERSPEECH
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2020 A* conf
Tree-Structured Attention with Hierarchical Accumulation.
ICLR
Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2020 J jnl
Tree-structured Attention with Hierarchical Accumulation.
CoRR
Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2020 A conf
Universal Speech Transformer.
INTERSPEECH
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2020 J jnl
Unsupervised Word Translation with Adversarial Autoencoder.
Comput. Linguistics
Tasnim Mohiuddin, Shafiq R. Joty
2020 — conf
VD-BERT: A Unified Vision and Dialog Transformer with BERT.
EMNLP (1)
Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020 J jnl
VD-BERT: A Unified Vision and Dialog Transformer with BERT.
CoRR
Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020 J jnl
Video captioning with boundary-aware hierarchical language decoding and joint video prediction.
Neurocomputing
Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq R. Joty
2020 A* conf
Zero-Resource Cross-Lingual Named Entity Recognition.
AAAI
M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram
2019 — conf
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing.
ACL (1)
Xiang Lin, Shafiq R. Joty, Prathyusha Jwalapuram, Saiful Bari
2019 J jnl
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing.
CoRR
Xiang Lin, Shafiq R. Joty, Prathyusha Jwalapuram, Saiful Bari
2019 — conf
A Unified Neural Coherence Model.
EMNLP/IJCNLP (1)
Han Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi
2019 J jnl
A Unified Neural Coherence Model.
CoRR
Han Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi
2019 — conf
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation.
NAACL-HLT (1)
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty
2019 J jnl
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation.
CoRR
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty
2019 A* conf
Adversarial Unsupervised Representation Learning for Activity Time-Series.
AAAI
Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava
2019 J jnl
Data Diversification: An Elegant Strategy For Neural Machine Translation.
CoRR
Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2019 J jnl
DiscoTK: Using Discourse Structure for Machine Translation Evaluation.
CoRR
Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov
2019 — conf
Discourse Analysis and Its Applications.
ACL (4)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
2019 — conf
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite.
EMNLP/IJCNLP (1)
Prathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov
2019 J jnl
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite.
CoRR
Prathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov
2019 J jnl
Global Thread-Level Inference for Comment Classification in Community Question Answering.
CoRR
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2019 — conf
Hierarchical Pointer Net Parsing.
EMNLP/IJCNLP (1)
Linlin Liu, Xiang Lin, Shafiq R. Joty, Simeng Han, Lidong Bing
2019 J jnl
Hierarchical Pointer Net Parsing.
CoRR
Linlin Liu, Xiang Lin, Shafiq R. Joty, Simeng Han, Lidong Bing
2019 — conf
NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education.
SIGMOD Conference
Siyuan Liu, Sourav S. Bhowmick, Wanlu Zhang, Shu Wang, Wanyi Huang, Shafiq R. Joty
2019 J jnl
Pairwise Neural Machine Translation Evaluation.
CoRR
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2019 J jnl
Resurrecting Submodularity in Neural Abstractive Summarization.
CoRR
Simeng Han, Xiang Lin, Shafiq R. Joty
2019 — conf
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training.
NAACL-HLT (1)
Tasnim Mohiuddin, Shafiq R. Joty
2019 J jnl
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training.
CoRR
Tasnim Mohiuddin, Shafiq R. Joty
2019 — conf
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks.
ACL (1)
Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong
2019 A* conf
Unpaired Image Captioning via Scene Graph Alignments.
ICCV
Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang
2019 J jnl
Unpaired Image Captioning via Scene Graph Alignments.
CoRR
Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang
2019 — conf
Using Clinical Notes with Time Series Data for ICU Management.
EMNLP/IJCNLP (1)
Swaraj Khadanga, Karan Aggarwal, Shafiq R. Joty, Jaideep Srivastava
2019 J jnl
Using Clinical Notes with Time Series Data for ICU Management.
CoRR
Swaraj Khadanga, Karan Aggarwal, Shafiq R. Joty, Jaideep Srivastava
2019 A* conf
Watch It Twice: Video Captioning with a Refocused Video Encoder.
ACM Multimedia
Xiangxi Shi, Jianfei Cai, Shafiq R. Joty, Jiuxiang Gu
2019 J jnl
Watch It Twice: Video Captioning with a Refocused Video Encoder.
CoRR
Xiangxi Shi, Jianfei Cai, Shafiq R. Joty, Jiuxiang Gu
2019 J jnl
Zero-Resource Cross-Lingual Named Entity Recognition.
CoRR
M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram
2018 — conf
A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging.
IEEE BigData
Karan Aggarwal, Swaraj Khadanga, Shafiq R. Joty, Louis Kazaglis, Jaideep Srivastava
2018 A conf
ANR: Aspect-based Neural Recommender.
CIKM
Jin Yao Chin, Kaiqi Zhao, Shafiq R. Joty, Gao Cong
2018 J jnl
Adversarial Unsupervised Representation Learning for Activity Time-Series.
CoRR
Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava
2018 — conf
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach.
ACL (1)
Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen
2018 J jnl
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach.
CoRR
Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen
2018 A* conf
Discourse Processing and Its Applications in Text Mining.
ICDM
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
2018 J jnl
Distributed Representations of Tuples for Entity Resolution.
Proc. VLDB Endow.
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang
2018 — conf
Domain Adaptation with Adversarial Training and Graph Embeddings.
ACL (1)
Firoj Alam, Shafiq R. Joty, Muhammad Imran
2018 J jnl
Domain Adaptation with Adversarial Training and Graph Embeddings.
CoRR
Firoj Alam, Shafiq R. Joty, Muhammad Imran
2018 A conf
Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets.
ICWSM
Firoj Alam, Shafiq R. Joty, Muhammad Imran
2018 J jnl
Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets.
CoRR
Firoj Alam, Shafiq R. Joty, Muhammad Imran
2018 A* conf
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings.
EMNLP
Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2018 J jnl
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings.
CoRR
Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2018 A* conf
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models.
CVPR
Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang
2018 J jnl
Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach.
Comput. Linguistics
Shafiq R. Joty, Tasnim Mohiuddin
2018 J jnl
Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes.
CoRR
Tanay Kumar Saha, Thomas Williams, Mohammad Al Hasan, Shafiq R. Joty, Nicholas K. Varberg
2018 — conf
NLP for Conversations: Sentiment, Summarization, and Group Dynamics.
COLING (Tutorials)
Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty
2018 J jnl
Phrase-Based Attentions.
CoRR
Phi Xuan Nguyen, Shafiq R. Joty
2018 J jnl
Reuse and Adaptation for Entity Resolution through Transfer Learning.
CoRR
Saravanan Thirumuruganathan, Shameem Ahamed Puthiya Parambath, Mourad Ouzzani, Nan Tang, Shafiq R. Joty
2018 A* conf
SegBot: A Generic Neural Text Segmentation Model with Pointer Network.
IJCAI
Jing Li, Aixin Sun, Shafiq R. Joty
2018 J jnl
Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF.
CoRR
Karan Aggarwal, Swaraj Khadanga, Shafiq R. Joty, Louis Kazaglis, Jaideep Srivastava
2018 — conf
Unpaired Image Captioning by Language Pivoting.
ECCV (1)
Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Gang Wang
2018 J jnl
Unpaired Image Captioning by Language Pivoting.
CoRR
Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Gang Wang
2018 — conf
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions.
ECCV (7)
Qing Li, Qingyi Tao, Shafiq R. Joty, Jianfei Cai, Jiebo Luo
2018 J jnl
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions.
CoRR
Qing Li, Qingyi Tao, Shafiq R. Joty, Jianfei Cai, Jiebo Luo
2018 J jnl
Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction.
CoRR
Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq R. Joty
2017 A conf
CQAVis: Visual Text Analytics for Community Question Answering.
IUI
Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Giuseppe Carenini
2017 J jnl
Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning.
CoRR
Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava
2017 — conf
Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec.
ECML/PKDD (1)
Tanay Kumar Saha, Shafiq R. Joty, Mohammad Al Hasan
2017 A* conf
Cross-Language Question Re-Ranking.
SIGIR
Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2017 J jnl
Cross-Language Question Re-Ranking.
CoRR
Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2017 B conf
Cross-language Learning with Adversarial Neural Networks.
CoNLL
Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat
2017 J jnl
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering.
CoRR
Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat
2017 J jnl
DeepER - Deep Entity Resolution.
CoRR
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang
2017 J jnl
Discourse Structure in Machine Translation Evaluation.
Comput. Linguistics
Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov
2017 J jnl
Discourse Structure in Machine Translation Evaluation.
CoRR
Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov
2017 J jnl
Domain adaptation using neural network joint model.
Comput. Speech Lang.
Shafiq R. Joty, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali
2017 J jnl
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models.
CoRR
Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang
2017 J jnl
Machine Translation Evaluation with Neural Networks.
CoRR
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2017 J jnl
Machine translation evaluation with neural networks.
Comput. Speech Lang.
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2017 A conf
Regularized and Retrofitted models for Learning Sentence Representation with Context.
CIKM
Tanay Kumar Saha, Shafiq R. Joty, Naeemul Hassan, Mohammad Al Hasan
2017 A conf
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks.
ICWSM
Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra
2017 J jnl
Thread Reconstruction in Conversational Data using Neural Coherence Models.
CoRR
Dat Tien Nguyen, Shafiq R. Joty, Basma El Amel Boussaha, Maarten de Rijke
2016 B conf
A Deep Fusion Model for Domain Adaptation in Phrase-based MT.
COLING
Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali
2016 J jnl
Addressing Community Question Answering in English and Arabic.
CoRR
Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq R. Joty, Fahad Al-Obaidli, Kateryna Tymoshenko, Antonio Uva
2016 — conf
An Interactive System for Exploring Community Question Answering Forums.
COLING (Demos)
Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Preslav Nakov, Salvatore Romeo, Giuseppe Carenini
2016 J jnl
Applications of Online Deep Learning for Crisis Response Using Social Media Information.
CoRR
Dat Tien Nguyen, Shafiq R. Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra
2016 — conf
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora.
SemEval@NAACL-HLT
Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq R. Joty, Alessandro Moschitti, Fahad Al-Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva
2016 J jnl
Dis-S2V: Discourse Informed Sen2Vec.
CoRR
Tanay Kumar Saha, Shafiq R. Joty, Naeemul Hassan, Mohammad Al Hasan
2016 J jnl
Impact of Physical Activity on Sleep: A Deep Learning Based Exploration.
CoRR
Aarti Sathyanarayana, Shafiq R. Joty, Luis Fernández-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed K. Elmagarmid, Shahrad Taheri, Teresa Arora
2016 — conf
Joint Learning with Global Inference for Comment Classification in Community Question Answering.
HLT-NAACL
Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2016 J jnl
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks.
CoRR
Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra
2016 — conf
Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models.
ACL (1)
Shafiq R. Joty, Enamul Hoque
2015 J jnl
CODRA: A Novel Discriminative Framework for Rhetorical Analysis.
Comput. Linguistics
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2015 A* conf
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings.
EMNLP
Pengfei Liu, Shafiq R. Joty, Helen M. Meng
2015 A* conf
Global Thread-level Inference for Comment Classification in Community Question Answering.
EMNLP
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2015 A* conf
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models.
EMNLP
Shafiq R. Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali, Stephan Vogel
2015 — conf
Pairwise Neural Machine Translation Evaluation.
ACL (1)
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2015 — conf
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English.
SemEval@NAACL-HLT
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
2015 — conf
Thread-Level Information for Comment Classification in Community Question Answering.
ACL (2)
Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti
2015 — conf
Using joint models or domain adaptation in statistical machine translation.
MTSummit
Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali, Stephan Vogel
2014 B conf
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling.
COLING
Iman Saleh, Scott Cyphers, James R. Glass, Shafiq R. Joty, Lluís Màrquez i Villodre, Alessandro Moschitti, Preslav Nakov
2014 — conf
DiscoTK: Using Discourse Structure for Machine Translation Evaluation.
WMT@ACL
Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov
2014 A* conf
Discriminative Reranking of Discourse Parses Using Tree Kernels.
EMNLP
Shafiq R. Joty, Alessandro Moschitti
2014 A* conf
Learning to Differentiate Better from Worse Translations.
EMNLP
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov, Massimo Nicosia
2014 A* conf
Semantic Kernels for Semantic Parsing.
EMNLP
Iman Saleh, Alessandro Moschitti, Preslav Nakov, Lluís Màrquez, Shafiq R. Joty
2014 — conf
Using Discourse Structure Improves Machine Translation Evaluation.
ACL (1)
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov
2013 — conf
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis.
ACL (1)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Yashar Mehdad
2013 — conf
Dialogue Act Recognition in Synchronous and Asynchronous Conversations.
SIGDIAL Conference
Maryam Tavafi, Yashar Mehdad, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2013 J jnl
Topic Segmentation and Labeling in Asynchronous Conversations.
J. Artif. Intell. Res.
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2013 — conf
Towards Topic Labeling with Phrase Entailment and Aggregation.
HLT-NAACL
Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Shafiq R. Joty
2012 — conf
A Novel Discriminative Framework for Sentence-Level Discourse Analysis.
EMNLP-CoNLL
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2011 — conf
Exploiting Conversational Features to Detect High-Quality Blog Comments.
Canadian AI
Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty
2011 J jnl
Improving graph-based random walks for complex question answering using syntactic, shallow semantic and extended string subsequence kernels.
Inf. Process. Manag.
Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
2011 A conf
Supervised Topic Segmentation of Email Conversations.
ICWSM
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2011 A* conf
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations.
IJCAI
Shafiq R. Joty, Giuseppe Carenini, Chin-Yew Lin
2010 A* conf
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.
EMNLP
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2009 — conf
A SVM-Based Ensemble Approach to Multi-Document Summarization.
Canadian AI
Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
2009 J jnl
Complex Question Answering: Unsupervised Learning Approaches and Experiments.
J. Artif. Intell. Res.
Yllias Chali, Shafiq R. Joty, Sadid A. Hasan
2009 — conf
Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering?
ACL/IJCNLP (2)
Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
2008 — conf
Answering Complex Questions Using Query-Focused Summarization Technique.
ICTAI (2)
Yllias Chali, Shafiq R. Joty
2008 — conf
Exploiting Syntactic and Shallow Semantic Kernels to Improve Random Walks for Complex Question Answering.
ICTAI (2)
Yllias Chali, Shafiq R. Joty
2008 — conf
Improving the Performance of the Random Walk Model for Answering Complex Questions.
ACL (2)
Yllias Chali, Shafiq R. Joty
2008 A* conf
Selecting Sentences for Answering Complex Questions.
EMNLP
Yllias Chali, Shafiq R. Joty
2008 — conf
The University of British Columbia at TAC 2008.
TAC
Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2008 Misc conf
Unsupervised Approach for Selecting Sentences in Query-based Summarization.
FLAIRS
Yllias Chali, Shafiq R. Joty
2008 — conf
UofL at TAC 2008 Update Summarization and Question Answering.
TAC
Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
2007 — conf
University of Lethbridge's Participation in TREC 2007 QA Track.
TREC
Yllias Chali, Shafiq R. Joty
2007 — conf
UofL: Word Sense Disambiguation Using Lexical Cohesion.
SemEval@ACL
Yllias Chali, Shafiq R. Joty