Shafiq Joty

182 papers A* 22B 2Journal 107Unranked 51
YearRankTypeTitle / Venue / Authors
2026 — conf
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization.
EACL (Volume 1: Long Papers)
Mizanur Rahman, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque
2026 J jnl
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization.
CoRR
Mizanur Rahman, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque
2026 — conf
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards.
EACL (Findings)
Aaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam, Thinh Lang, Shadikur Rahman, Ridwan Mahbub, Mizanur Rahman, Mahir Ahmed, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2026 J jnl
Gradually Compacting Large Language Models for Reasoning Like a Boiling Frog.
CoRR
Yiran Zhao, Shengyang Zhou, Zijian Wu, Tongyan Hu, Yuhui Xu, Rengan Dou, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Michael Qizhe Shieh
2026 J jnl
Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts.
CoRR
Xuan-Phi Nguyen, Shrey Pandit, Austin Xu, Caiming Xiong, Shafiq Joty
2026 J jnl
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks.
CoRR
Zixuan Ke, Yifei Ming, Austin Xu, Ryan Chin, Xuan-Phi Nguyen, Prathyusha Jwalapuram, Jiayu Wang, Semih Yavuz, Caiming Xiong, Shafiq Joty
2026 J jnl
MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems.
CoRR
Vishal Venkataramani, Haizhou Shi, Zixuan Ke, Austin Xu, Xiaoxiao He, Yingbo Zhou, Semih Yavuz, Hao Wang, Shafiq Joty
2026 J jnl
References Improve LLM Alignment in Non-Verifiable Domains.
CoRR
Kejian Shi, Yixin Liu, Peifeng Wang, Alexander R. Fabbri, Shafiq Joty, Arman Cohan
2026 J jnl
SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation.
Trans. Mach. Learn. Res.
Shrikant Kendre, Austin Xu, Honglu Zhou, Michael S. Ryoo, Shafiq Joty, Juan Carlos Niebles
2026 J jnl
SkillOrchestra: Learning to Route Agents via Skill Transfer.
CoRR
Jiayu Wang, Yifei Ming, Zixuan Ke, Shafiq Joty, Aws Albarghouthi, Frederic Sala
2026 J jnl
VIBEPASS: Can Vibe Coders Really Pass the Vibe Check?
CoRR
Srijan Bansal, Jiao Fangkai, Yilun Zhou, Austin Xu, Shafiq Joty, Semih Yavuz
2025 J jnl
A Comprehensive Survey of Contamination Detection Methods in Large Language Models.
Trans. Mach. Learn. Res.
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
2025 J jnl
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems.
CoRR
Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025 J jnl
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems.
Trans. Mach. Learn. Res.
Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025 J jnl
Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning.
CoRR
Jiayu Wang, Yifei Ming, Zixuan Ke, Caiming Xiong, Shafiq Joty, Aws Albarghouthi, Frederic Sala
2025 — conf
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.
ACL (Findings)
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Anh Tuan Luu, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
2025 J jnl
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.
CoRR
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Luu Anh Tuan, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
2025 — conf
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning.
ACL (1)
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Chen Chen, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2025 A* conf
CEMTM: Contextual Embedding-based Multimodal Topic Modeling.
EMNLP
Amirhossein Abaskohi, Raymond Li, Chuyuan Li, Shafiq Joty, Giuseppe Carenini
2025 J jnl
CEMTM: Contextual Embedding-based Multimodal Topic Modeling.
CoRR
Amirhossein Abaskohi, Raymond Li, Chuyuan Li, Shafiq Joty, Giuseppe Carenini
2025 — conf
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks.
ACL (1)
Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing
2025 — conf
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild.
COLING (Industry)
Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, Shafiq Joty
2025 — conf
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering.
ACL (Findings)
Ahmed Masry, Mohammed Saidul Islam, Mahir Ahmed, Aayush Bajaj, Firoz Kabir, Aaryaman Kartha, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shadikur Rahman, Mehrad Shahmohammadi, Megh Thakkar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2025 J jnl
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering.
CoRR
Ahmed Masry, Mohammed Saidul Islam, Mahir Ahmed, Aayush Bajaj, Firoz Kabir, Aaryaman Kartha, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shadikur Rahman, Mehrad Shahmohammadi, Megh Thakkar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2025 J jnl
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards.
CoRR
Aaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam, Thinh Lang, Shadikur Rahman, Ridwan Mahbub, Mizanur Rahman, Mahir Ahmed, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2025 A* conf
Demystifying Domain-adaptive Post-training for Financial LLMs.
EMNLP
Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025 J jnl
Demystifying Domain-adaptive Post-training for Financial LLMs.
CoRR
Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025 — conf
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices.
EMNLP (Industry Track)
Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025 J jnl
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices.
CoRR
Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025 A* conf
Direct Judgement Preference Optimization.
EMNLP
Peifeng Wang, Austin Xu, Yilun Zhou, Caiming Xiong, Shafiq Joty
2025 B conf
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation.
COLING
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
2025 — conf
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings.
ACL (1)
Austin Xu, Srijan Bansal, Yifei Ming, Semih Yavuz, Shafiq Joty
2025 J jnl
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings.
CoRR
Austin Xu, Srijan Bansal, Yifei Ming, Semih Yavuz, Shafiq Joty
2025 A* conf
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators.
ICML
Yilun Zhou, Austin Xu, Peifeng Wang, Caiming Xiong, Shafiq Joty
2025 J jnl
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators.
CoRR
Yilun Zhou, Austin Xu, Peifeng Wang, Caiming Xiong, Shafiq Joty
2025 A* conf
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows".
ICLR
Yifei Ming, Senthil Purushwalkam, Shrey Pandit, Zixuan Ke, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025 J jnl
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains.
CoRR
Austin Xu, Xuan-Phi Nguyen, Yilun Zhou, Chien-Sheng Wu, Caiming Xiong, Shafiq Joty
2025 A* conf
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text.
EMNLP
Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque
2025 J jnl
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text.
CoRR
Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque
2025 J jnl
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
IEEE Trans. Knowl. Data Eng.
Kung-Hsiang Huang, Hou Pong Chan, May Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
2025 J jnl
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey.
Trans. Mach. Learn. Res.
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Helen Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa
2025 J jnl
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math.
CoRR
Shrey Pandit, Austin Xu, Xuan-Phi Nguyen, Yifei Ming, Caiming Xiong, Shafiq Joty
2025 J jnl
Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows.
CoRR
Yifei Ming, Zixuan Ke, Xuan-Phi Nguyen, Jiayu Wang, Shafiq Joty
2025 J jnl
J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization.
CoRR
Austin Xu, Yilun Zhou, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025 — conf
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?
ACL (6)
Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025 J jnl
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?
CoRR
Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025 J jnl
LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions.
CoRR
Mizanur Rahman, Amran Bhuiyan, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Ridwan Mahbub, Ahmed Masry, Shafiq Joty, Enamul Hoque
2025 — conf
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs.
NAACL (Long Papers)
Do Xuan Long, Ngoc-Hai Nguyen, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan
2025 — conf
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation.
ACL (2)
Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma
2025 J jnl
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation.
CoRR
Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma
2025 J jnl
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild.
CoRR
Jiayu Wang, Yifei Ming, Riya Dulepet, Qinglin Chen, Austin Xu, Zixuan Ke, Frederic Sala, Aws Albarghouthi, Caiming Xiong, Shafiq Joty
2025 J jnl
MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision.
CoRR
Zixuan Ke, Austin Xu, Yifei Ming, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025 J jnl
Multi
CoRR
Juntai Cao, Xiang Zhang, Raymond Li, Chuyuan Li, Shafiq Joty, Giuseppe Carenini
2025 J jnl
NAACL2025 Tutorial: Adaptation of Large Language Models.
CoRR
Zixuan Ke, Yifei Ming, Shafiq Joty
2025 — conf
On Positional Bias of Faithfulness for Long-form Summarization.
NAACL (Long Papers)
David Wan, Jesse Vig, Mohit Bansal, Shafiq Joty
2025 J jnl
On the Shelf Life of Fine-Tuned LLM Judges: Future Proofing, Backward Compatibility, and Question Generalization.
CoRR
Janvijay Singh, Austin Xu, Yilun Zhou, Yefan Zhou, Dilek Hakkani-Tur, Shafiq Joty
2025 — conf
ParaICL: Towards Parallel In-Context Learning.
NAACL (Long Papers)
Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing
2025 A* conf
Preference Optimization for Reasoning with Pseudo Feedback.
ICLR
Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
2025 — conf
ReIFE: Re-evaluating Instruction-Following Evaluation.
NAACL (Long Papers)
Yixin Liu, Kejian Shi, Alexander R. Fabbri, Yilun Zhao, Peifeng Wang, Chien-Sheng Wu, Shafiq Joty, Arman Cohan
2025 — conf
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
ACL (Findings)
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2025 J jnl
SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents.
CoRR
Xuan-Phi Nguyen, Shrey Pandit, Revanth Gangi Reddy, Austin Xu, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025 J jnl
SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation.
CoRR
Shrikant Kendre, Austin Xu, Honglu Zhou, Michael S. Ryoo, Shafiq Joty, Juan Carlos Niebles
2025 J jnl
SweRank+: Multilingual, Multi-Turn Code Ranking for Software Issue Localization.
CoRR
Revanth Gangi Reddy, Ye Liu, Wenting Zhao, JaeHyeok Doo, Tarun Suresh, Daniel Lee, Caiming Xiong, Yingbo Zhou, Semih Yavuz, Shafiq Joty
2025 J jnl
SweRank: Software Issue Localization with Code Ranking.
CoRR
Revanth Gangi Reddy, Tarun Suresh, JaeHyeok Doo, Ye Liu, Xuan-Phi Nguyen, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Heng Ji, Shafiq Joty
2025 J jnl
Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms.
CoRR
Shrey Pandit, Xuan-Phi Nguyen, Yifei Ming, Austin Xu, Jiayu Wang, Caiming Xiong, Shafiq Joty
2025 A* conf
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text.
EMNLP
Mizanur Rahman, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque
2025 J jnl
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text.
CoRR
Mizanur Rahman, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque
2025 J jnl
The Emergence of Abstract Thought in Large Language Models Beyond Any Language.
CoRR
Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang
2025 — conf
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization.
EMNLP (Findings)
Chuyuan Li, Austin Xu, Shafiq Joty, Giuseppe Carenini
2025 J jnl
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization.
CoRR
Chuyuan Li, Austin Xu, Shafiq Joty, Giuseppe Carenini
2025 J jnl
Variation in Verification: Understanding Verification Dynamics in Large Language Models.
CoRR
Yefan Zhou, Austin Xu, Yilun Zhou, Janvijay Singh, Jiang Gui, Shafiq Joty
2025 — conf
What Makes a Good Natural Language Prompt?
ACL (1)
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
2025 J jnl
What Makes a Good Natural Language Prompt?
CoRR
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
2025 — conf
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding.
ACL (Findings)
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding.
CoRR
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 A* conf
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.
EMNLP
Md. Tahmid Rahman Laskar, Sawsan Alqahtani, M. Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee-Wei Tan, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Huang
2024 J jnl
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.
CoRR
Md. Tahmid Rahman Laskar, Sawsan Alqahtani, M. Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee Wei Tan, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Xiangji Huang
2024 — conf
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP.
NAACL-HLT (Findings)
Ramit Sawhney, Shrey Pandit, Vishwa Shah, Megh Thakkar, Shafiq Joty
2024 — conf
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization.
NAACL-HLT (Findings)
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan
2024 — conf
BootPIG: Bootstrapping Zero-Shot Personalized Image Generation Capabilities in Pretrained Diffusion Models.
ECCV Workshops (20)
Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik
2024 J jnl
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models.
CoRR
Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik
2024 J jnl
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks.
CoRR
Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing
2024 A* conf
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources.
ICLR
Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing
2024 J jnl
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild.
CoRR
Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, Shafiq Joty
2024 — conf
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning.
ACL (Findings)
Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2024 J jnl
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning.
CoRR
Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2024 A* conf
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.
ICLR
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
2024 J jnl
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval.
CoRR
Ye Liu, Rui Meng, Shafiq Joty, Silvio Savarese, Caiming Xiong, Yingbo Zhou, Semih Yavuz
2024 — conf
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text.
NAACL-HLT (Findings)
Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz
2024 — conf
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.
ACL (Findings)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
2024 J jnl
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.
CoRR
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
2024 A* conf
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts.
EMNLP
Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2024 J jnl
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts.
CoRR
Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2024 J jnl
Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework.
CoRR
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
2024 — conf
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts.
ACL (1)
Xuan-Phi Nguyen, Mahani Aljunied, Shafiq Joty, Lidong Bing
2024 A* conf
Diffusion Model Alignment Using Direct Preference Optimization.
CVPR
Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik
2024 J jnl
Direct Judgement Preference Optimization.
CoRR
Peifeng Wang, Austin Xu, Yilun Zhou, Caiming Xiong, Shafiq Joty
2024 J jnl
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction.
CoRR
Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen, Yingyu Liang, Shafiq Joty
2024 — conf
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning.
EACL (Findings)
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
2024 — conf
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.
NAACL-HLT
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 A* conf
Evaluating Psychological Safety of Large Language Models.
EMNLP
Xingxuan Li, Yutong Li, Lin Qiu, Shafiq Joty, Lidong Bing
2024 — conf
Explaining Language Model Predictions with High-Impact Concepts.
EACL (Findings)
Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty
2024 — conf
Exploring Self-supervised Logic-enhanced Training for Large Language Models.
NAACL-HLT
Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024 A* conf
FOLIO: Natural Language Reasoning with First-Order Logic.
EMNLP
Simeng Han, Hailey Schoelkopf, Yilun Zhao, Zhenting Qi, Martin Riddell, Wenfei Zhou, James Coady, David Peng, Yujie Qiao, Luke Benson, Lucy Sun, Alexander Wardle-Solano, Hannah Szabó, Ekaterina Zubova, Matthew Burtell, Jonathan Fan, Yixin Liu, Brian Wong, Malcolm Sailor, Ansong Ni, Linyong Nan, Jungo Kasai, Tao Yu, Rui Zhang, Alexander R. Fabbri, Wojciech Kryscinski, Semih Yavuz, Ye Liu, Xi Victoria Lin, Shafiq Joty, Yingbo Zhou, Caiming Xiong, Rex Ying, Arman Cohan, Dragomir Radev
2024 J jnl
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows".
CoRR
Yifei Ming, Senthil Purushwalkam, Shrey Pandit, Zixuan Ke, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2024 J jnl
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
CoRR
Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
2024 J jnl
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey.
CoRR
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa
2024 J jnl
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library.
CoRR
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
2024 J jnl
Improving Conversational Recommender System Via Contextual and Time-Aware Modeling With Less Domain-Specific Knowledge.
IEEE Trans. Knowl. Data Eng.
Lingzhi Wang, Shafiq Joty, Wei Gao, Xingshan Zeng, Kam-Fai Wong
2024 J jnl
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown.
CoRR
Lifu Tu, Rui Meng, Shafiq Joty, Yingbo Zhou, Semih Yavuz
2024 J jnl
Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions.
CoRR
Divyansh Agarwal, Alexander R. Fabbri, Philippe Laban, Ben Risher, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking.
CoRR
Tong Niu, Shafiq Joty, Ye Liu, Caiming Xiong, Yingbo Zhou, Semih Yavuz
2024 J jnl
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs.
CoRR
Xuan Long Do, Ngoc-Hai Nguyen, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan
2024 A* conf
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.
EMNLP
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024 J jnl
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.
CoRR
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024 — conf
Lifelong Event Detection with Embedding Space Separation and Compaction.
NAACL (Short Papers)
Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
2024 J jnl
Lifelong Event Detection with Embedding Space Separation and Compaction.
CoRR
Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
2024 — conf
On Context Utilization in Summarization with Large Language Models.
ACL (1)
Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty
2024 J jnl
On Positional Bias of Faithfulness for Long-form Summarization.
CoRR
David Wan, Jesse Vig, Mohit Bansal, Shafiq Joty
2024 — conf
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models.
EMNLP (Findings)
Shayekh Bin Islam, Md. Asib Rahman, K. S. M. Tozammel Hossain, Enamul Hoque, Shafiq Joty, Md. Rizwan Parvez
2024 J jnl
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models.
CoRR
Shayekh Bin Islam, Md. Asib Rahman, K. S. M. Tozammel Hossain, Enamul Hoque, Shafiq Joty, Md. Rizwan Parvez
2024 — conf
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains.
EMNLP (Findings)
Simeng Han, Aaron Yu, Rui Shen, Zhenting Qi, Martin Riddell, Wenfei Zhou, Yujie Qiao, Yilun Zhao, Semih Yavuz, Ye Liu, Shafiq Joty, Yingbo Zhou, Caiming Xiong, Dragomir Radev, Rex Ying, Arman Cohan
2024 J jnl
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains.
CoRR
Simeng Han, Aaron Yu, Rui Shen, Zhenting Qi, Martin Riddell, Wenfei Zhou, Yujie Qiao, Yilun Zhao, Semih Yavuz, Ye Liu, Shafiq Joty, Yingbo Zhou, Caiming Xiong, Dragomir Radev, Rex Ying, Arman Cohan
2024 J jnl
ParaICL: Towards Robust Parallel In-Context Learning.
CoRR
Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing
2024 J jnl
Preference Optimization for Reasoning with Pseudo Feedback.
CoRR
Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
2024 — conf
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications.
EMNLP (Industry Track)
Divyansh Agarwal, Alexander R. Fabbri, Ben Risher, Philippe Laban, Shafiq Joty, Chien-Sheng Wu
2024 J jnl
ReIFE: Re-evaluating Instruction-Following Evaluation.
CoRR
Yixin Liu, Kejian Shi, Alexander R. Fabbri, Yilun Zhao, Peifeng Wang, Chien-Sheng Wu, Shafiq Joty, Arman Cohan
2024 J jnl
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
CoRR
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2024 J jnl
SFR-RAG: Towards Contextually Faithful LLMs.
CoRR
Xuan-Phi Nguyen, Shrey Pandit, Senthil Purushwalkam, Austin Xu, Hailin Chen, Yifei Ming, Zixuan Ke, Silvio Savarese, Caiming Xong, Shafiq Joty
2024 J jnl
StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs.
CoRR
Hailin Chen, Fangkai Jiao, Mathieu Ravaut, Nawshad Farruque, Xuan-Phi Nguyen, Chengwei Qin, Manan Dey, Bosheng Ding, Caiming Xiong, Shafiq Joty, Yingbo Zhou
2024 — conf
X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning.
ECCV (45)
Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2024 — conf
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.
ACL (1)
Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Do Long, Weishi Wang, Md. Rizwan Parvez, Shafiq Joty
2024 — conf
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags.
ACL (Findings)
Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty
2024 J jnl
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags.
CoRR
Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty
2023 J jnl
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets.
CoRR
Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car
2023 — conf
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets.
ACL (Findings)
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
2023 J jnl
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets.
CoRR
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
2023 J jnl
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization.
CoRR
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan
2023 J jnl
Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain.
CoRR
Iva Bojic, Qi Chwen Ong, Shafiq Joty, Josip Car
2023 J jnl
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
CoRR
Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty
2023 J jnl
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules.
CoRR
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
2023 — conf
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding.
ACL (Findings)
Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin
2023 J jnl
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text.
CoRR
Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz
2023 J jnl
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts.
CoRR
Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty, Lidong Bing
2023 — conf
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.
ACL (1)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.
CoRR
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Jason Wu
2023 J jnl
Diffusion Model Alignment Using Direct Preference Optimization.
CoRR
Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik
2023 J jnl
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization.
CoRR
Xuan Long Do, Mohammad Hassanpour, Ahmed Masry, Parsa Kavehzadeh, Enamul Hoque, Shafiq Joty
2023 — conf
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models.
ESEC/SIGSOFT FSE
Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi
2023 J jnl
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning.
CoRR
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
2023 J jnl
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.
CoRR
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Exploring the Integration Strategies of Retriever and Large Language Models.
CoRR
Ye Liu, Semih Yavuz, Rui Meng, Meghana Moorthy, Shafiq Joty, Caiming Xiong, Yingbo Zhou
2023 — conf
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution.
EMNLP (Findings)
Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou
2023 J jnl
Hierarchical Evaluation Framework: Best Practices for Human Evaluation.
CoRR
Iva Bojic, Jessica Chen, Si Yuan Chang, Qi Chwen Ong, Shafiq Joty, Josip Car
2023 J jnl
Improving In-context Learning via Bidirectional Alignment.
CoRR
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty
2023 — conf
Is GPT-3 a Good Data Annotator?
ACL (1)
Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing
2023 J jnl
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models.
CoRR
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
2023 J jnl
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond.
CoRR
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
2023 A* conf
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation.
EMNLP
Chengwei Qin, Chen Chen, Shafiq Joty
2023 J jnl
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation.
CoRR
Chengwei Qin, Chen Chen, Shafiq Joty
2023 — conf
NLP+Vis: NLP Meets Visualization.
EMNLP (Tutorial Abstracts)
Shafiq Joty, Enamul Hoque, Jesse Vig
2023 J jnl
On Position Bias in Summarization with Large Language Models.
CoRR
Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen
2023 J jnl
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation.
CoRR
Hailin Chen, Amrita Saha, Steven C. H. Hoi, Shafiq Joty
2023 A* conf
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation.
EMNLP
Hailin Chen, Amrita Saha, Steven Chu-Hong Hoi, Shafiq Joty
2023 B ed.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2023, Prague, Czechia, September 11 - 15, 2023
SIGDIAL
David Schlangen, Svetlana Stoyanchev, Shafiq Joty, Ondrej Dusek, Casey Kennington, Malihe Alikhani
2023 J jnl
PromptSum: Parameter-Efficient Controllable Abstractive Summarization.
CoRR
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
2023 — conf
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair.
ESEC/SIGSOFT FSE
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
2023 J jnl
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair.
CoRR
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
2023 — conf
Retrieving Multimodal Information for Augmented Generation: A Survey.
EMNLP (Findings)
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
2023 — conf
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation.
ACL (1)
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2023 — conf
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.
ACL (1)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.
CoRR
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 A* conf
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization.
EMNLP
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
2023 A* conf
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation.
EMNLP
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2023 A* conf
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models.
EMNLP
Weishi Wang, Yue Wang, Steven C. H. Hoi, Shafiq Joty
2023 — conf
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations.
ACL (1)
Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing
2023 A* conf
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.
EMNLP
Ahmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty
2023 J jnl
Unlocking Temporal Question Answering for Large Language Models Using Code Execution.
CoRR
Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, Lidong Bing
2023 — conf
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.
ACL (1)
Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing
2023 J jnl
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.
CoRR
Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2023 J jnl
XGen-7B Technical Report.
CoRR
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
2022 J jnl
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning.
CoRR
M. Saiful Bari, Aston Zhang, Shuai Zheng, Xingjian Shi, Yi Zhu, Shafiq Joty, Mu Li