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Shafiq Joty

  1. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
    2022/03/19 by Ahmed Masry, Do Xuan Long, Masry, Ahmed +7 · 294 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences
  2. Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
    2021/07/16 by Junnan Li, Ramprasaath R. Selvaraju, Li, Junnan +9 · 125 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  3. Diffusion Model Alignment Using Direct Preference Optimization
    2023/11/21 by Bram Wallace, Meihua Dang, Wallace, Bram +17 · 165 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  4. GeDi: Generative Discriminator Guided Sequence Generation
    2020/09/14 by Ben Krause, Akhilesh Deepak Gotmare, Krause, Ben +11 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  5. FOLIO: Natural Language Reasoning with First-Order Logic
    2022/09/02 by Simeng Han, Han, Simeng, Hailey Schoelkopf +58 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  6. UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning
    2023/05/24 by Ahmed Masry, Parsa Kavehzadeh, Masry, Ahmed +7 · 28 citations
    Computer Science · #Data Visualization and Analytics #Topic Modeling #Advanced Text Analysis Techniques
  7. xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval
    2023/03/06 by Mohammad Abdullah Matin Khan, Khan, Mohammad Abdullah Matin, M Saiful Bari +9 · 22 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  8. Is GPT-3 a Good Data Annotator?
    2022/12/20 by Bosheng Ding, Ding, Bosheng, Chengwei Qin +9 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
    2023/05/22 by Xingxuan Li, Li, Xingxuan, Yew Ken Chia +10 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  10. ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
    2023/11/28 by Hailin Chen, Chen, Hailin, Fangkai Jiao +13 · 3 voices
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Topic Modeling #cs.CL
  11. ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
    2024/07/04 by Ahmed Masry, Megh Thakkar, Masry, Ahmed +9 · 29 citations
    Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Educational Games and Gamification #FOS: Computer and information sciences #Open Education and E-Learning #Sports Analytics and Performance
  12. A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
    2024/07/04 by Md Tahmid Rahman Laskar, Laskar, Md Tahmid Rahman, Sawsan Alqahtani +23 · 25 citations
    Computer Science · #Topic Modeling
  13. ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
    2024/03/14 by Ahmed Masry, Mehrad Shahmohammadi, Masry, Ahmed +7 · 20 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Software Engineering Research #Formal Methods in Verification
  14. RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
    2023/09/12 by Weishi Wang, Wang, Weishi, Yue Wang +5 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
  15. ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
    2025/04/07 by Ahmed Masry, Mohammed Saidul Islam, Masry, Ahmed +25 · 32 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Graph Neural Networks
  16. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
    2023/05/05 by Zhao, Ruochen, Xingxuan Li, Shafiq Joty +6 · 12 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
  17. From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models
    2024/03/18 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Hou Pong Chan +13 · 15 citations
    Engineering · #Reservoir Engineering and Simulation Methods
  18. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
    2022/12/15 by Yixin Liu, Alexander R. Fabbri, Liu, Yixin +19 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. OpenCQA: Open-ended Question Answering with Charts
    2022/10/12 by Shankar Kantharaj, Xuan Long Do, Kantharaj, Shankar +9 · 9 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  20. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
    2023/05/29 by Md Tahmid Rahman Laskar, M Saiful Bari, Laskar, Md Tahmid Rahman +9 · 11 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification
  21. FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
    2024/09/30 by Yifei Ming, Senthil Purushwalkam, Ming, Yifei +11 · 14 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  22. CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
    2023/10/13 by H Le, Le, Hung, Hailin Chen +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
  23. JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
    2024/10/31 by Tong Niu, Niu, Tong, Shafiq Joty +9 · 13 citations
    Computer Science · #Topic Modeling
  24. Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
    2024/07/31 by Atsuyuki Miyai, Jingkang Yang, Miyai, Atsuyuki +23 · 10 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification #Text and Document Classification Technologies
  25. Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
    2023/06/20 by Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Nguyen, Xuan-Phi +5 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
    2023/09/17 by Kung-Hsiang Huang, Philippe Laban, Huang, Kung-Hsiang +11 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  27. VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions
    2018/03/20 by Qing Li, Qingyi Tao, Li, Qing +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  28. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
    2023/11/15 by Yixin Liu, Liu, Yixin, Alexander R. Fabbri +17 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  29. Evaluating Psychological Safety of Large Language Models
    2022/12/20 by Xingxuan Li, Yutong Li, Li, Xingxuan +6 · 5 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
  30. Unpaired Image Captioning by Language Pivoting
    2018/03/14 by Jiuxiang Gu, Gu, Jiuxiang, Shafiq Joty +5 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  31. LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
    2024/08/16 by Do Xuan Long, Long, Do Xuan, Hai Nguyen Ngoc +13 · 6 citations
    Computer Science · Decision Sciences · #Research Data Management Practices #scientometrics and bibliometrics research #Academic Publishing and Open Access
  32. Preference Optimization for Reasoning with Pseudo Feedback
    2024/11/25 by Jiao, Fangkai, Xingxing Zhang, Guo, Geyang +7 · 8 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Criteria Decision Making
  33. Can Your Context-Aware MT System Pass the DiP Benchmark Tests? :\n Evaluation Benchmarks for Discourse Phenomena in Machine Translation
    2020/04/30 by Prathyusha Jwalapuram, Jwalapuram, Prathyusha, Barbara Rychalska +5 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  34. Prompt Leakage effect and defense strategies for multi-turn LLM interactions
    2024/04/24 by Divyansh Agarwal, Alexander R. Fabbri, Agarwal, Divyansh +8 · 5 citations
    Engineering · Physics and Astronomy · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Gyrotron and Vacuum Electronics Research #Particle accelerators and beam dynamics
  35. Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models
    2017/11/17 by Jiuxiang Gu, Jianfei Cai, Gu, Jiuxiang +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  36. MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision
    2025/05/21 by Zixuan Ke, Austin Xu, Ke, Zixuan +10 · 9 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  37. Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
    2025/03/19 by Aimin Xu, Xu, Austin, Srijan Bansal +7 · 8 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations #Machine Learning (cs.LG)
  38. Data Selection Curriculum for Neural Machine Translation
    2022/03/25 by Tasnim Mohiuddin, Mohiuddin, Tasnim, Philipp Koehn +9 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  39. Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
    2024/10/02 by Xin-Wang LI, Li, Xingxuan, Weiwen Xu +8 · 5 citations
    Computer Science · #AI-based Problem Solving and Planning #Logic, Reasoning, and Knowledge
  40. BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
    2024/01/25 by Senthil Purushwalkam, Purushwalkam, Senthil, Akash Gokul +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  41. Demystifying Domain-adaptive Post-training for Financial LLMs
    2025/01/09 by Zixuan Ke, Ke, Zixuan, Yifei Ming +7 · 5 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Private Equity and Venture Capital #and Science (cs.CE)
  42. Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
    2020/05/26 by Yifan Gao, Chien-Sheng Wu, Gao, Yifan +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  43. Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation
    2023/03/07 by Yixin Liu, Alexander R. Fabbri, Liu, Yixin +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  44. VD-BERT: A Unified Vision and Dialog Transformer with BERT
    2020/04/28 by Yue Wang, Wang, Yue, Shafiq Joty +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  45. Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization
    2023/12/17 by Xuan Long Do, Do, Xuan Long, Mohammad Hassanpour +9 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  46. Direct Judgement Preference Optimization
    2024/09/23 by Austin Xu, Wang, Peifeng, Yilun Zhou +6 · 5 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Voting Systems
  47. ReIFE: Re-evaluating Instruction-Following Evaluation
    2024/10/09 by Yixin Liu, Kejian Shi, Liu, Yixin +13 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Tools and Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
    2025/02/17 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Can Qin +11 · 4 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  49. SFR-RAG: Towards Contextually Faithful LLMs
    2024/09/16 by Xuan-Phi Nguyen, Shrey Pandit, Nguyen, Xuan-Phi +17 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Library Science and Information Systems #Mathematics, Computing, and Information Processing
  50. A Unified Neural Coherence Model
    2019/09/01 by Han Cheol Moon, Tasnim Mohiuddin, Moon, Han Cheol +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  51. Differentiable Window for Dynamic Local Attention
    2020/06/24 by Thanh-Tung Nguyen, Xuan-Phi Nguyen, Nguyen, Thanh-Tung +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  52. Improving Zero and Few-Shot Abstractive Summarization with Intermediate\n Fine-tuning and Data Augmentation
    2020/10/24 by Alexander R. Fabbri, Simeng Han, Fabbri, Alexander R. +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  53. What Makes a Good Natural Language Prompt?
    2025/06/07 by Do Xuan Long, Long, Do Xuan, Duy Dinh +11 · 5 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  54. The Emergence of Abstract Thought in Large Language Models Beyond Any Language
    2025/06/11 by Yuxin Chen, Yiran Zhao, Chen, Yuxin +17 · 5 citations
    Neuroscience · Computer Science · Medicine · #Neurobiology of Language and Bilingualism #Topic Modeling #Artificial Intelligence in Healthcare and Education
  55. Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
    2024/11/24 by Lifu Tu, Tu, Lifu, Rui Meng +7 · 1 voice · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  56. Exploring Self-supervised Logic-enhanced Training for Large Language Models
    2023/05/23 by Fangkai Jiao, Jiao, Fangkai, Zhiyang Teng +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  57. Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
    2024/04/19 by Chengwei Qin, Qin, Chengwei, Wenhan Xia +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
  58. DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
    2023/10/31 by Wenting Zhao, Ye Liu, Zhao, Wenting +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  59. MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems
    2026/02/03 by Vishal Venkataramani, Haizhou Shi, Zixuan Ke +6 · 1 voice · 2 citations
    #cs.AI #cs.CL #cs.MA
  60. StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs
    2024/12/23 by Hailin Chen, Fangkai Jiao, Chen, Hailin +19 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property