Shafiq Joty

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 75

Top Topics

Comprehensive Evaluation

Diffusion Models

Wikipedia Pages

Top Venues

Publications

Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing
ParaICL: Towards Robust Parallel In-Context Learning. CoRR (2024)
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. CoRR (2024)
Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
Lifelong Event Detection with Embedding Space Separation and Compaction. CoRR (2024)
Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning. ACL (Findings) (2024)
Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. CoRR (2024)
Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Exploring Self-supervised Logic-enhanced Training for Large Language Models. NAACL-HLT (2024)
Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning. CoRR (2024)
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR (2024)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. CoRR (2024)
Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags. ACL (Findings) (2024)
Xuan-Phi Nguyen, Mahani Aljunied, Shafiq Joty, Lidong Bing
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. ACL (1) (2024)
Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models. CoRR (2024)
Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. ICLR (2024)
Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags. CoRR (2024)
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. EACL (Findings) (2024)
Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty
Explaining Language Model Predictions with High-Impact Concepts. EACL (Findings) (2024)
Divyansh Agarwal, Alexander R. Fabbri, Philippe Laban, Ben Risher, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions. CoRR (2024)
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. NAACL-HLT (2024)
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. ICLR (2024)
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? CoRR (2024)
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
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. CoRR (2024)
Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty
On Context Utilization in Summarization with Large Language Models. ACL (1) (2024)
Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, Shafiq Joty
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild. CoRR (2024)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. ACL (Findings) (2024)
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
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey. CoRR (2024)
Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Do Long, Weishi Wang, Md. Rizwan Parvez, Shafiq Joty
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. ACL (1) (2024)
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. CoRR (2024)
Hailin Chen, Amrita Saha, Steven Chu-Hong Hoi, Shafiq Joty
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. EMNLP (2023)
Weishi Wang, Yue Wang, Steven C. H. Hoi, Shafiq Joty
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models. EMNLP (2023)
Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. ESEC/SIGSOFT FSE (2023)
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. ESEC/SIGSOFT FSE (2023)
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR (2023)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. ACL (1) (2023)
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. CoRR (2023)
Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution. EMNLP (Findings) (2023)
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. CoRR (2023)
Iva Bojic, Jessica Chen, Si Yuan Chang, Qi Chwen Ong, Shafiq Joty, Josip Car
Hierarchical Evaluation Framework: Best Practices for Human Evaluation. CoRR (2023)
Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, Lidong Bing
Unlocking Temporal Question Answering for Large Language Models Using Code Execution. CoRR (2023)
Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. ACL (Findings) (2023)
Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing
Is GPT-3 a Good Data Annotator? ACL (1) (2023)
Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning. CoRR (2023)
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
XGen-7B Technical Report. CoRR (2023)
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization. EMNLP (2023)
Chengwei Qin, Chen Chen, Shafiq Joty
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. EMNLP (2023)
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy X. Huang
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. ACL (Findings) (2023)
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond. CoRR (2023)
Hailin Chen, Amrita Saha, Steven C. H. Hoi, Shafiq Joty
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. CoRR (2023)
Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. ACL (1) (2023)
Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik
Diffusion Model Alignment Using Direct Preference Optimization. CoRR (2023)
Iva Bojic, Qi Chwen Ong, Shafiq Joty, Josip Car
Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain. CoRR (2023)
Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. CoRR (2023)
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
Retrieving Multimodal Information for Augmented Generation: A Survey. EMNLP (Findings) (2023)
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. CoRR (2023)
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. CoRR (2023)
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. CoRR (2023)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. CoRR (2023)
Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen
On Position Bias in Summarization with Large Language Models. CoRR (2023)
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. EMNLP (2023)
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. CoRR (2023)
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty
Improving In-context Learning via Bidirectional Alignment. CoRR (2023)
Chengwei Qin, Chen Chen, Shafiq Joty
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. CoRR (2023)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Jason Wu
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. CoRR (2023)
Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets. CoRR (2023)
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. ACL (1) (2023)
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
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. CoRR (2023)
Ye Liu, Semih Yavuz, Rui Meng, Meghana Moorthy, Shafiq Joty, Caiming Xiong, Yingbo Zhou
Exploring the Integration Strategies of Retriever and Large Language Models. CoRR (2023)
Xuan Long Do, Mohammad Hassanpour, Ahmed Masry, Parsa Kavehzadeh, Enamul Hoque, Shafiq Joty
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization. CoRR (2023)
Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. ACL (1) (2023)
Ahmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning. EMNLP (2023)
Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? CoRR (2023)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. ACL (1) (2023)
Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty, Lidong Bing
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. CoRR (2023)
M. Saiful Bari, Aston Zhang, Shuai Zheng, Xingjian Shi, Yi Zhu, Shafiq Joty, Mu Li
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning. CoRR (2022)
Chengwei Qin, Shafiq Joty
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. CoRR (2022)
Chengwei Qin, Shafiq Joty
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. CoRR (2021)