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Chang, Kai-Wei

  1. On the Paradox of Learning to Reason from Data
    2022/05/23 by Honghua Zhang, Liunian Harold Li, Zhang, Honghua +7 · 6 voices · 6 citations
    #cs.CL #cs.AI
  2. Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
    2022/09/20 by Pan Lu, Swaroop Mishra, Lu, Pan +15 · 320 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
  3. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
    2023/10/03 by Lu, Pan, Bansal, Hritik, Xia, Tony +7 · 358 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word\n Embeddings
    2016/07/21 by Tolga Bolukbasi, Bolukbasi, Tolga, Kai-Wei Chang +7 · 166 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text Readability and Simplification #Topic Modeling
  5. Grounded Language-Image Pre-training
    2021/12/07 by Li, Liunian Harold, Zhang, Pengchuan, Zhang, Haotian +9 · 130 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  6. Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
    2018/04/18 by Jieyu Zhao, Tianlu Wang, Zhao, Jieyu +7 · 85 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  7. MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
    2024/03/21 by Zhang, Renrui, Jiang, Dongzhi, Zhang, Yichi +8 · 164 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. VisualBERT: A Simple and Performant Baseline for Vision and Language
    2019/08/09 by Liunian Harold Li, Li, Liunian Harold, Mark Yatskar +7 · 97 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  9. The Woman Worked as a Babysitter: On Biases in Language Generation
    2019/09/03 by Emily Sheng, Kai-Wei Chang, Sheng, Emily +5 · 44 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  10. OpenThoughts: Data Recipes for Reasoning Models
    2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 64 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
  11. What's "up" with vision-language models? Investigating their struggle with spatial reasoning
    2023/10/30 by Amita Kamath, Jack Hessel, Kamath, Amita +3 · 1 voice · 55 citations
    Computer Science · Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  12. Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
    2022/09/29 by Pan Lu, Liang Qiu, Lu, Pan +13 · 51 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  13. Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
    2023/04/19 by Pan Lu, Lu, Pan, Baolin Peng +15 · 1 voice · 39 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
  14. LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
    2024/10/14 by Di Wu, Wu, Di, Hongwei Wang +9 · 73 citations
    Computer Science · Decision Sciences · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Personal Information Management and User Behavior #Recommender Systems and Techniques
  15. Unified Pre-training for Program Understanding and Generation
    2021/03/10 by Wasi Uddin Ahmad, Ahmad, Wasi Uddin, Saikat Chakraborty +5 · 26 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
  16. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
    2017/07/29 by Jieyu Zhao, Tianlu Wang, Zhao, Jieyu +7 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  17. MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
    2024/06/13 by Wang, Fei, Fu, Xingyu, Huang, James Y. +18 · 43 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters
    2023/10/13 by Yixin Wan, George Pu, Wan, Yixin +9 · 33 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  19. Retrieval Augmented Code Generation and Summarization
    2021/08/26 by Parvez, Md Rizwan, Ahmad, Wasi Uddin, Chakraborty, Saikat +2 · 21 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  20. Generating Natural Language Adversarial Examples
    2018/04/21 by Alzantot, Moustafa, Sharma, Yash, Elgohary, Ahmed +3 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory
    2022/12/10 by Ziniu Hu, Ahmet İşcen, Hu, Ziniu +15 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  22. GPT-GNN: Generative Pre-Training of Graph Neural Networks
    2020/06/27 by Ziniu Hu, Yuxiao Dong, Hu, Ziniu +7 · 17 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling
  23. Mitigating Gender Bias in Natural Language Processing: Literature Review
    2019/06/21 by Tony Sun, Andrew Gaut, Sun, Tony +17 · 18 citations
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Ethics and Social Impacts of AI #Topic Modeling
  24. VideoPhy: Evaluating Physical Commonsense for Video Generation
    2024/06/05 by Hritik Bansal, Bansal, Hritik, Zongyu Lin +17 · 36 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Analysis and Summarization
  25. OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
    2025/03/21 by Yihe Deng, Deng, Yihe, Hritik Bansal +9 · 67 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. Learning Gender-Neutral Word Embeddings
    2018/08/29 by Jieyu Zhao, Yichao Zhou, Zhao, Jieyu +7 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  27. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 30 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  28. Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step
    2023/06/24 by Li, Liunian Harold, Hessel, Jack, Yu, Youngjae +3 · 24 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. On Prompt-Driven Safeguarding for Large Language Models
    2024/01/31 by Chujie Zheng, Fan Yin, Zheng, Chujie +13 · 24 citations
    Computer Science · Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  30. AVATAR: A Parallel Corpus for Java-Python Program Translation
    2021/08/26 by Ahmad, Wasi Uddin, Tushar, Md Golam Rahman, Chakraborty, Saikat +1 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  31. Societal Biases in Language Generation: Progress and Challenges
    2021/05/10 by Sheng, Emily, Chang, Kai-Wei, Natarajan, Premkumar +1 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. How Much Can CLIP Benefit Vision-and-Language Tasks?
    2021/07/13 by Sheng Shen, Liunian Harold Li, Shen, Sheng +13 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  33. Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
    2023/09/18 by Chien‐Yu Huang, Ke-Han Lu, Huang, Chien-yu +27 · 20 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  34. Gender Bias in Contextualized Word Embeddings
    2019/04/05 by Jieyu Zhao, Tianlu Wang, Zhao, Jieyu +9 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  35. Learning to Search Better Than Your Teacher
    2015/02/08 by Kai-Wei Chang, Chang, Kai-Wei, Akshay Krishnamurthy +7 · 9 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  36. CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning
    2023/03/06 by Bansal, Hritik, Singhi, Nishad, Yang, Yu +3 · 13 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. FLIRT: Feedback Loop In-context Red Teaming
    2023/08/08 by Ninareh Mehrabi, Mehrabi, Ninareh, Palash Goyal +15 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  38. Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation
    2024/04/01 by Yixin Wan, Wan, Yixin, Arjun Subramonian +15 · 17 citations
    Computer Science · Medicine · #Data Visualization and Analytics #Artificial Intelligence in Healthcare and Education
  39. Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
    2024/01/09 by Jia-Chen Gu, Hao-Xiang Xu, Gu, Jia-Chen +11 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  40. A Transformer-based Approach for Source Code Summarization
    2020/05/01 by Wasi Uddin Ahmad, Ahmad, Wasi Uddin, Saikat Chakraborty +5 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  41. On Measures of Biases and Harms in NLP
    2021/08/07 by Sunipa Dev, Emily Sheng, Dev, Sunipa +19 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
  42. Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
    2024/11/08 by Huang, Chien-yu, Chen, Wei-Chih, Yang, Shu-wen +77 · 25 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  43. On The Landscape of Spoken Language Models: A Comprehensive Survey
    2025/04/11 by Siddhant Arora, Arora, Siddhant, Kai‐Wei Chang +17 · 37 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  44. Robustness Verification for Transformers
    2020/02/16 by Zhouxing Shi, Shi, Zhouxing, Huan Zhang +7 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  45. VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
    2025/03/09 by Bansal, Hritik, Peng, Clark, Bitton, Yonatan +3 · 27 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. A Survey of Deep Learning for Mathematical Reasoning
    2022/12/20 by Pan Lu, Lu, Pan, Liang Qiu +7 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Online Learning and Analytics
  47. LaViDa: A Large Diffusion Language Model for Multimodal Understanding
    2025/05/22 by Shufan Li, Konstantinos Kallidromitis, Li, Shufan +17 · 36 citations
    #cs.CV
  48. Agent Lumos: Unified and Modular Training for Open-Source Language Agents
    2023/11/09 by Yin, Da, Brahman, Faeze, Ravichander, Abhilasha +4 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Enhancing Large Vision Language Models with Self-Training on Image Comprehension
    2024/05/30 by Deng, Yihe, Lu, Pan, Yin, Fan +6 · 14 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Semantic Probabilistic Layers for Neuro-Symbolic Learning
    2022/06/01 by Kareem Ahmed, Stefano Teso, Ahmed, Kareem +7 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
  51. X-Teaming: Multi-Turn Jailbreaks and Defenses with Adaptive Multi-Agents
    2025/04/15 by Rahman, Salman, Jiang, Liwei, Shiffer, James +7 · 27 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  52. Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
    2023/11/01 by Kung, Po-Nien, Yin, Fan, Wu, Di +2 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
    2024/06/20 by Silin Meng, Yiwei Wang, Meng, Silin +7 · 13 citations
    Computer Science · #Robotic Path Planning Algorithms
  54. Matryoshka Query Transformer for Large Vision-Language Models
    2024/05/29 by Wenbo Hu, Hu, Wenbo, Zi-Yi Dou +9 · 12 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Cognitive Computing and Networks
  55. Codec-SUPERB: An In-Depth Analysis of Sound Codec Models
    2024/02/20 by Wu, Haibin, Chung, Ho-Lam, Lin, Yi-Cheng +7 · 11 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  56. On the steerability of large language models toward data-driven personas
    2023/11/08 by Li, Junyi, Mehrabi, Ninareh, Peris, Charith +5 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
    2024/02/28 by Fan Yin, Yin, Fan, Jayanth Srinivasa +3 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  58. Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
    2021/08/29 by Li, Zongyi, Xu, Jianhan, Zeng, Jiehang +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
    2024/02/27 by Xiao Liu, Liu, Xiao, Zirui Wu +9 · 10 citations
    Computer Science · #Statistical and Computational Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  60. MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
    2024/10/10 by Hu, Wenbo, Gu, Jia-Chen, Dou, Zi-Yi +4 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  61. Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
    2023/10/08 by Yixin Wan, Jieyu Zhao, Wan, Yixin +7 · 8 citations
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Persona Design and Applications
  62. Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
    2021/09/14 by Yin, Da, Li, Liunian Harold, Hu, Ziniu +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  63. The Amazon Nova Family of Models: Technical Report and Model Card
    2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 18 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  64. Text encoders bottleneck compositionality in contrastive vision-language models
    2023/05/24 by Amita Kamath, Kamath, Amita, Jack Hessel +3 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
  65. Towards Controllable Biases in Language Generation
    2020/05/01 by Emily Sheng, Kai-Wei Chang, Sheng, Emily +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  66. How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?
    2022/10/27 by Bansal, Hritik, Yin, Da, Monajatipoor, Masoud +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  67. DEGREE: A Data-Efficient Generation-Based Event Extraction Model
    2021/08/29 by I-Hung Hsu, Hsu, I-Hung, Kuan-Hao Huang +11 · 4 citations
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Semantic Web and Ontologies
  68. IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models
    2023/05/24 by You, Haoxuan, Wang, Zhecan, Sun, Rui +5 · 5 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  69. TALC: Time-Aligned Captions for Multi-Scene Text-to-Video Generation
    2024/05/07 by Hritik Bansal, Yonatan Bitton, Bansal, Hritik +9 · 7 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Human Motion and Animation #Multimodal Machine Learning Applications
  70. Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
    2022/03/23 by Umang Gupta, Gupta, Umang, Jwala Dhamala +16 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
  71. Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation
    2023/05/23 by Yin, Da, Liu, Xiao, Yin, Fan +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  72. VideoCon: Robust Video-Language Alignment via Contrast Captions
    2023/11/15 by Bansal, Hritik, Bitton, Yonatan, Szpektor, Idan +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  73. PolicyQA: A Reading Comprehension Dataset for Privacy Policies
    2020/10/06 by Wasi Uddin Ahmad, Ahmad, Wasi Uddin, Jianfeng Chi +5 · 3 citations
    Computer Science · Psychology · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Topic Modeling
  74. Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
    2025/03/10 by Fan Yin, Yin, Fan, Zifeng Wang +21 · 11 citations
    Computer Science · #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
  75. SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
    2024/10/30 by Yining Hong, Baiyu Liu, Hong, Yining +21 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO)
  76. Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis
    2023/05/23 by Chew, Oscar, Lin, Hsuan-Tien, Chang, Kai-Wei +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  77. When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning
    2025/04/01 by Nishad Singhi, Hritik Bansal, Singhi, Nishad +11 · 11 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
  78. DesCo: Learning Object Recognition with Rich Language Descriptions
    2023/06/24 by Li, Liunian Harold, Dou, Zi-Yi, Peng, Nanyun +1 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  79. Socially Aware Bias Measurements for Hindi Language Representations
    2021/10/15 by Malik, Vijit, Dev, Sunipa, Nishi, Akihiro +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  80. TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
    2023/11/16 by Huang, Kuan-Hao, Hsu, I-Hung, Parekh, Tanmay +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  81. Watermarking Pre-trained Language Models with Backdooring
    2022/10/14 by Gu, Chenxi, Huang, Chengsong, Zheng, Xiaoqing +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  82. DeepEdit: Knowledge Editing as Decoding with Constraints
    2024/01/19 by Wang, Yiwei, Chen, Muhao, Peng, Nanyun +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  83. Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies
    2023/12/19 by Anaelia Ovalle, Ovalle, Anaelia, Ninareh Mehrabi +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  84. VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
    2024/12/03 by Wu, Xueqing, Ding, Yuheng, Li, Bingxuan +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  85. EMO-SUPERB: An In-depth Look at Speech Emotion Recognition
    2024/02/20 by Haibin Wu, Huang-Cheng Chou, Wu, Haibin +13 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  86. DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment
    2025/07/03 by Lu, Ke-Han, Chen, Zhehuai, Fu, Szu-Wei +25 · 18 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  87. Re-ReST: Reflection-Reinforced Self-Training for Language Agents
    2024/06/03 by Dou, Zi-Yi, Yang, Cheng-Fu, Wu, Xueqing +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  88. STIV: Scalable Text and Image Conditioned Video Generation
    2024/12/10 by Lin, Zongyu, Liu, Wei, Chen, Chen +13 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  89. Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
    2024/09/05 by Cheng Wang, Wang, Cheng, Yiwei Wang +9 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  90. GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction
    2020/10/06 by Ahmad, Wasi Uddin, Peng, Nanyun, Chang, Kai-Wei · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  91. Revealing Persona Biases in Dialogue Systems
    2021/04/18 by Emily Sheng, Josh A. Arnold, Sheng, Emily +7 · 3 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #AI in Service Interactions #Persona Design and Applications
  92. Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
    2020/12/16 by Zhou, Yichao, Yan, Yu, Han, Rujun +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  93. Contextual Label Projection for Cross-Lingual Structured Prediction
    2023/09/16 by Tanmay Parekh, Parekh, Tanmay, I-Hung Hsu +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  94. Towards General-Purpose Text-Instruction-Guided Voice Conversion
    2023/09/25 by Chun-Yi Kuan, Kuan, Chun-Yi, Chen Li +13 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  95. Toward Degradation-Robust Voice Conversion
    2021/10/14 by Huang, Chien-yu, Chang, Kai-Wei, Lee, Hung-yi · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  96. Controllable Text Generation with Neurally-Decomposed Oracle
    2022/05/27 by Meng, Tao, Lu, Sidi, Peng, Nanyun +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  97. Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
    2022/05/23 by Ahmad, Wasi Uddin, Chakraborty, Saikat, Ray, Baishakhi +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL)
  98. GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models
    2022/05/24 by Da Yin, Hritik Bansal, Yin, Da +7 · 2 citations
    Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Natural Language Processing Techniques #Topic Modeling
  99. Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
    2022/04/22 by Wang, Zhecan, Codella, Noel, Chen, Yen-Chun +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  100. 3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
    2025/05/28 by Wenbo Hu, Hu, Wenbo, Hong, Yining +15 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  101. Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought
    2024/04/04 by Lee, Jooyoung, Yang, Fan, Tran, Thanh +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  102. Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models
    2024/10/07 by Fei Wang, Ninareh Mehrabi, Wang, Fei +9 · 4 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  103. Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
    2024/10/29 by Zhiqi Bu, Xiaomeng Jin, Bu, Zhiqi +11 · 4 citations
    Computer Science · #Neural Networks and Applications
  104. SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks
    2023/03/01 by Kai-Wei Chang, Chang, Kai-Wei, Yu–Kai Wang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  105. The Hard Positive Truth about Vision-Language Compositionality
    2024/09/26 by Amita Kamath, Kamath, Amita, Cheng-Yu Hsieh +5 · 3 citations
    Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Historical and Linguistic Studies
  106. SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts
    2023/06/03 by Haibin Wu, Kai-Wei Chang, Wu, Haibin +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  107. MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks
    2025/02/25 by Ha, Hyeonjeong, Zhan, Qiusi, Kim, Jeonghwan +6 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  108. Quantifying and Reducing Stereotypes in Word Embeddings
    2016/06/20 by Bolukbasi, Tolga, Chang, Kai-Wei, Zou, James +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  109. Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
    2024/07/31 by Elan Markowitz, Markowitz, Elan, Anil Ramakrishna +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  110. Controllable Generation via Locally Constrained Resampling
    2024/10/17 by Kareem Ahmed, Ahmed, Kareem, Kai-Wei Chang +3 · 3 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Numerical methods for differential equations
  111. Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks
    2023/10/19 by Ming-Hao Hsu, Hsu, Ming-Hao, Kai-Wei Chang +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  112. Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment
    2018/06/18 by Chen, Muhao, Tian, Yingtao, Chang, Kai-Wei +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  113. Building Language Models for Text with Named Entities
    2018/05/13 by Parvez, Md Rizwan, Chakraborty, Saikat, Ray, Baishakhi +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  114. BLUR: A Bi-Level Optimization Approach for LLM Unlearning
    2025/06/09 by Reisizadeh, Hadi, Jia, Jinghan, Bu, Zhiqi +6 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  115. Context Attentive Document Ranking and Query Suggestion
    2019/06/05 by Ahmad, Wasi Uddin, Chang, Kai-Wei, Wang, Hongning · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  116. Pre-Training Graph Neural Networks for Generic Structural Feature Extraction
    2019/05/31 by Hu, Ziniu, Fan, Changjun, Chen, Ting +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  117. Few-Shot Representation Learning for Out-Of-Vocabulary Words
    2019/07/01 by Hu, Ziniu, Chen, Ting, Chang, Kai-Wei +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  118. Towards Understanding Gender Bias in Relation Extraction
    2019/11/09 by Gaut, Andrew, Sun, Tony, Tang, Shirlyn +8 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  119. On the Robustness of Language Encoders against Grammatical Errors
    2020/05/12 by Fan Yin, Quanyu Long, Yin, Fan +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  120. Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
    2020/05/02 by Zhao, Jieyu, Mukherjee, Subhabrata, Hosseini, Saghar +2 · 1 citation
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  121. Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs
    2021/01/26 by Huang, Kuan-Hao, Chang, Kai-Wei · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  122. Intent Classification and Slot Filling for Privacy Policies
    2021/01/01 by Ahmad, Wasi Uddin, Chi, Jianfeng, Le, Tu +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  123. SpeechNet: A Universal Modularized Model for Speech Processing Tasks
    2021/05/07 by Chen, Yi-Chen, Chi, Po-Han, Yang, Shu-wen +7 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  124. Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation
    2021/04/12 by Zhang, Chong, Zhao, Jieyu, Zhang, Huan +2 · 1 citation
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  125. Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?
    2021/06/02 by Zhao, Jieyu, Khashabi, Daniel, Khot, Tushar +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  126. Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models
    2021/04/11 by James Y. Huang, Huang, James Y., Kuan-Hao Huang +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  127. BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis
    2021/08/10 by Monajatipoor, Masoud, Rouhsedaghat, Mozhdeh, Li, Liunian Harold +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  128. Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
    2024/06/19 by Wu, Di, Gu, Jia-Chen, Yin, Fan +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  129. A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models
    2022/02/17 by Da Yin, Yin, Da, Dong Li +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  130. Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
    2022/03/15 by Kuan-Hao Huang, Huang, Kuan-Hao, I-Hung Hsu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  131. LUME: LLM Unlearning with Multitask Evaluations
    2025/02/20 by Ramakrishna, Anil, Wan, Yixin, Jin, Xiaomeng +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  132. JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
    2024/09/19 by Zhecan Wang, Junzhang Liu, Wang, Zhecan +25 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  133. GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles
    2022/05/25 by Tanmay Parekh, I-Hung Hsu, Parekh, Tanmay +7 · 1 citation
    Computer Science · #Topic Modeling #Service-Oriented Architecture and Web Services #Software Engineering Research
  134. Neuro-Symbolic Entropy Regularization
    2022/01/25 by Ahmed, Kareem, Wang, Eric, Chang, Kai-Wei +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  135. Learning to Rank Chain-of-Thought: Using a Small Model
    2025/05/21 by Eric Hanchen Jiang, Haozheng Luo, Jiang, Eric Hanchen +21 · 5 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  136. TAGPRIME: A Unified Framework for Relational Structure Extraction
    2022/05/25 by Hsu, I-Hung, Huang, Kuan-Hao, Zhang, Shuning +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  137. The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks
    2022/10/18 by Nikil Roashan Selvam, Sunipa Dev, Selvam, Nikil Roashan +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  138. Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models
    2022/11/17 by Mehrabi, Ninareh, Goyal, Palash, Verma, Apurv +7 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  139. GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods
    2023/01/05 by Da Yin, Yin, Da, Feng Gao +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  140. Empowering Language Models with Knowledge Graph Reasoning for Question Answering
    2022/11/15 by Hu, Ziniu, Xu, Yichong, Yu, Wenhao +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  141. Semantic Strengthening of Neuro-Symbolic Learning
    2023/02/28 by Kareem Ahmed, Kai-Wei Chang, Ahmed, Kareem +3 · 1 citation
    Computer Science · #Neural Networks and Applications #Evolutionary Algorithms and Applications
  142. MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models
    2023/06/02 by Monajatipoor, Masoud, Li, Liunian Harold, Rouhsedaghat, Mozhdeh +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  143. Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
    2025/06/18 by Hong, Yining, Sun, Rui, Li, Bingxuan +7 · 4 citations
    Computer Science · Engineering · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI #Spatial Cognition and Navigation
  144. KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation
    2023/03/27 by Di Wu, Wu, Di, Da Yin +3 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques
  145. MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models
    2023/05/30 by Yu-Hsiang Wang, Huang-Yu Chen, Wang, Yu-Hsiang +7 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  146. Red Teaming Language Model Detectors with Language Models
    2023/05/31 by Shi, Zhouxing, Wang, Yihan, Yin, Fan +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  147. METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
    2025/02/24 by Li, Bingxuan, Wang, Yiwei, Gu, Jiuxiang +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  148. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    2023/10/13 by Mingyu Derek Ma, Ma, Mingyu Derek, Jiun-Yu Kao +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  149. SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
    2022/10/16 by Tzu-hsun Feng, Annie Dong, Feng, Tzu-hsun +25 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  150. The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects
    2024/02/16 by Wan, Yixin, Chang, Kai-Wei · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  151. A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints
    2023/12/06 by Kareem Ahmed, Kai-Wei Chang, Ahmed, Kareem +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  152. K-Edit: Language Model Editing with Contextual Knowledge Awareness
    2025/02/15 by Markowitz, Elan, Ramakrishna, Anil, Mehrabi, Ninareh +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  153. CASA: Causality-driven Argument Sufficiency Assessment
    2024/01/10 by Xiao Liu, Liu, Xiao, Yansong Feng +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  154. Event Detection from Social Media for Epidemic Prediction
    2024/04/02 by Tanmay Parekh, Anh Mac, Parekh, Tanmay +19 · 1 citation
    Medicine · #Computation and Language (cs.CL) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  155. LLMs in Biomedicine: A study on clinical Named Entity Recognition
    2024/04/10 by Monajatipoor, Masoud, Yang, Jiaxin, Stremmel, Joel +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  156. GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling
    2024/04/07 by Bansal, Hritik, Kung, Po-Nien, Brantingham, P. Jeffrey +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  157. DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
    2024/03/04 by Wu, Xueqing, Zheng, Rui, Sha, Jingzhen +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  158. Contrastive Visual Data Augmentation
    2025/02/24 by Zhou, Yu, Li, Bingxuan, Tang, Mohan +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  159. HoneyBee: Data Recipes for Vision-Language Reasoners
    2025/10/14 by Hritik Bansal, Bansal, Hritik, Sachan, Devendra Singh +11 · 4 citations
    Computer Science · #Semantic Web and Ontologies
  160. Semantic Loss Functions for Neuro-Symbolic Structured Prediction
    2024/05/12 by Kareem Ahmed, Stefano Teso, Ahmed, Kareem +19 · 1 citation
    Computer Science · #Neural Networks and Applications #Topic Modeling
  161. QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
    2025/02/04 by Lin, Zongyu, Tang, Yao, Yao, Xingcheng +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  162. MACAROON: Training Vision-Language Models To Be Your Engaged Partners
    2024/06/20 by Shujin Wu, Wu, Shujin, Yi R. Fung +9 · 1 citation
    Business, Management and Accounting · #Organizational Strategy and Culture
  163. Game-Time: Evaluating Temporal Dynamics in Spoken Language Models
    2025/09/30 by Chang, Kai-Wei, Hu, En-Pei, Kuan, Chun-Yi +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  164. DRS: Deep Question Reformulation With Structured Output
    2024/11/27 by Zhecheng Li, Li, Zhecheng, Yiwei Wang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  165. SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
    2024/10/24 by Tanmay Parekh, Parekh, Tanmay, Jiarui Yu +13 · 1 citation
    Medicine · #Data-Driven Disease Surveillance
  166. Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models
    2025/05/23 by Hsiao, Chi-Yuan, Lu, Ke-Han, Chang, Kai-Wei +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  167. Control Large Language Models via Divide and Conquer
    2024/10/06 by Li, Bingxuan, Wang, Yiwei, Meng, Tao +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  168. Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
    2024/10/07 by Meng, Tao, Mehrabi, Ninareh, Goyal, Palash +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  169. Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
    2024/11/27 by Shuyang Hao, Bryan Hooi, Hao, Shuyang +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  170. Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner
    2025/10/09 by Lin, Guan-Ting, Kuan, Shih-Yun Shan, Shi, Jiatong +4 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  171. Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
    2025/04/01 by Di Wu, Jia-Chen Gu, Wu, Di +4 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  172. SafeWorld: Geo-Diverse Safety Alignment
    2024/12/09 by Yin Da, Yin, Da, Haoyi Qiu +7 · 1 citation
    Decision Sciences · #Risk and Safety Analysis
  173. Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning
    2025/06/01 by Wan, Yixin, Ramakrishna, Anil, Chang, Kai-Wei +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences