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William Yang Wang

  1. On the Opportunities and Risks of Foundation Models
    2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 600 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
  2. Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement
    2024/10/06 by Xunjian Yin, Xinyi Wang, Yin, Xunjian +9 · 5 voices · 10 citations
    #cs.AI
  3. Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
    2023/08/06 by Liangming Pan, Pan, Liangming, Michael Saxon +9 · 1 voice · 26 citations
    Computer Science · #cs.CL #cs.AI #cs.LG
  4. TabFact: A Large-scale Dataset for Table-based Fact Verification
    2019/09/05 by Wenhu Chen, Chen, Wenhu, Hongmin Wang +13 · 57 citations
    Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Time Series Analysis and Forecasting
  5. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning
    2023/05/20 by Liangming Pan, Pan, Liangming, Alon Albalak +5 · 88 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  6. REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments
    2019/04/23 by Yuankai Qi, Qi, Yuankai, Qi Wu +11 · 50 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  7. Guiding Instruction-based Image Editing via Multimodal Large Language Models
    2023/09/29 by Tsu-Jui Fu, Fu, Tsu-Jui, Wenze Hu +9 · 3 voices · 22 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CV
  8. "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News\n Detection
    2017/05/01 by William Yang Wang, Wang, William Yang · 34 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
  9. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
    2020/04/15 by Wenhu Chen, Chen, Wenhu, Hanwen Zha +9 · 33 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  10. Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
    2022/12/09 by Weixi Feng, Feng, Weixi, Xuehai He +15 · 41 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  11. ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
    2022/10/07 by Zhiyu Chen, Shiyang Li, Chen, Zhiyu +9 · 37 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  12. DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning
    2017/07/20 by Wenhan Xiong, Thien Hoang, Xiong, Wenhan +3 · 27 citations
    Computer Science · Social Sciences · #Access Control and Trust #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  13. A Survey on Data Selection for Language Models
    2024/02/26 by Alon Albalak, Albalak, Alon, Yanai Elazar +25 · 46 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  14. Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models
    2023/10/04 by Xianjun Yang, Xiao Wang, Yang, Xianjun +11 · 40 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
  15. A Dataset for Answering Time-Sensitive Questions
    2021/08/13 by Wenhu Chen, Xinyi Wang, Chen, Wenhu +3 · 23 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Position: AI/ML Influencers Have a Place in the Academic Process
    2024/01/24 by Iain Xie Weissburg, Weissburg, Iain Xie, Mehir Arora +7 · 4 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Online Learning and Analytics #cs.AI #cs.CL #cs.CV #cs.DL #cs.LG #cs.SI
  17. 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
  18. Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
    2023/04/14 by Wanrong Zhu, Jack Hessel, Zhu, Wanrong +17 · 24 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
  19. On the Risk of Misinformation Pollution with Large Language Models
    2023/05/23 by Yikang Pan, Pan, Yikang, Liangming Pan +9 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  20. Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data
    2024/07/20 by Xinyi Wang, Wang, Xinyi, Antonis Antoniades +11 · 34 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
  21. Open Question Answering over Tables and Text
    2020/10/20 by Wenhu Chen, Chen, Wenhu, Ming‐Wei Chang +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. A Benchmark Dataset for Learning to Intervene in Online Hate Speech
    2019/09/10 by Jing Qian, Anna Bethke, Qian, Jing +7 · 12 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  23. DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
    2023/05/27 by Xianjun Yang, Yang, Xianjun, Wei Cheng +8 · 18 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  24. On Hallucination and Predictive Uncertainty in Conditional Language Generation
    2021/03/28 by Yijun Xiao, William Yang Wang, Xiao, Yijun +1 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  25. Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
    2024/04/11 by Haotian Zhang, Haoxuan You, Zhang, Haotian +19 · 21 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  26. Efficient Online Data Mixing For Language Model Pre-Training
    2023/12/05 by Alon Albalak, Liangming Pan, Albalak, Alon +5 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  27. DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
    2022/09/30 by Donghan Yu, Sheng Zhang, Yu, Donghan +17 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  28. Fact-Checking Complex Claims with Program-Guided Reasoning
    2023/05/22 by Liangming Pan, Xiaobao Wu, Pan, Liangming +11 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  29. A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
    2024/05/02 by Zhiyu Zoey Chen, Chen, Zhiyu Zoey, Jing Ma +17 · 20 citations
    Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance
  30. Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings
    2023/05/03 by Daniel M. Rose, Vaishnavi Himakunthala, Rose, Daniel +17 · 14 citations
    Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  31. Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
    2024/02/18 by Wenda Xu, Xu, Wenda, Guanglei Zhu +9 · 18 citations
    Computer Science · #Topic Modeling
  32. SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
    2024/10/26 by Antonis Antoniades, Antoniades, Antonis, Albert Örwall +9 · 24 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  33. WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
    2024/06/16 by Yujie Lu, Dongfu Jiang, Lu, Yujie +9 · 19 citations
    Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Geographic Information Systems Studies
  34. Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media
    2018/04/11 by Mai ElSherief, ElSherief, Mai, Vivek Kulkarni +7 · 7 citations
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Populism, Right-Wing Movements
  35. Learning Concise and Descriptive Attributes for Visual Recognition
    2023/08/07 by An Yan, Yu Wang, Yan, An +15 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  36. Competing changes as a cause of residue
    1969/03/01 by William S-Y. Wang, William Yang Wang · 4 citations
    Social Sciences · Psychology · Arts and Humanities · #Linguistic Variation and Morphology #Phonetics and Phonology Research #Linguistics and language evolution
  37. T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
    2024/05/29 by Jiachen Li, Li, Jiachen, Weixi Feng +11 · 17 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Multimedia Communication and Technology #Video Coding and Compression Technologies
  38. Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
    2023/01/21 by Shuaichen Chang, Jun Wang, Chang, Shuaichen +29 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  39. Sound change: Actuation and implementation
    1975/06/01 by Matthew Y. Chen, William S-Y. Wang, William Yang Wang · 4 citations
    Psychology · Social Sciences · Arts and Humanities · #Phonetics and Phonology Research #Linguistic Variation and Morphology #Syntax, Semantics, Linguistic Variation
  40. One-Shot Relational Learning for Knowledge Graphs
    2018/08/27 by Wenhan Xiong, Xiong, Wenhan, Mo Yu +7 · 8 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  41. A Survey on Natural Language Processing for Fake News Detection
    2018/11/02 by Ray Oshikawa, Jing Qian, William Yang Wang · 1 voice · 1 citation
    #cs.CL #cs.AI
  42. Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?
    2024/06/11 by Xingyu Fu, Fu, Xingyu, Muyu He +7 · 14 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Mathematics, Computing, and Information Processing
  43. VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
    2021/06/08 by Linjie Li, Li, Linjie, Jie Lei +27 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  44. Logical Natural Language Generation from Open-Domain Tables
    2020/04/22 by Wenhu Chen, Chen, Wenhu, Jianshu Chen +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  45. MLGym: A New Framework and Benchmark for Advancing AI Research Agents
    2025/02/20 by Deepak Nathani, Nathani, Deepak, Lovish Madaan +31 · 20 citations
    Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Semantic Web and Ontologies
  46. Weak-to-Strong Jailbreaking on Large Language Models
    2024/01/30 by Xuandong Zhao, Zhao, Xuandong, Xianjun Yang +11 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  47. INSTRUCTSCORE: Explainable Text Generation Evaluation with Finegrained Feedback
    2023/05/23 by Wenda Xu, Xu, Wenda, Danqing Wang +11 · 10 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
  48. A Survey on Detection of LLMs-Generated Content
    2023/10/24 by Xianjun Yang, Liangming Pan, Yang, Xianjun +11 · 11 citations
    Computer Science · Medicine · #Topic Modeling #Text Readability and Simplification #Artificial Intelligence in Healthcare and Education
  49. Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation
    2018/03/21 by Xin Wang, Wang, Xin, Wenhan Xiong +5 · 6 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 #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
  50. ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers
    2023/05/24 by Kexun Zhang, Zhang, Kexun, Danqing Wang +7 · 8 citations
    Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
  51. DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics
    2024/07/08 by Luke Yoffe, Yoffe, Luke, Alfonso Amayuelas +3 · 12 citations
    Computer Science · #Topic Modeling
  52. An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling
    2022/09/04 by Tsu-Jui Fu, Linjie Li, Fu, Tsu-Jui +11 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  53. TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation
    2024/06/12 by Weixi Feng, Feng, Weixi, Jiachen Li +9 · 11 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Video Analysis and Summarization
  54. VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs
    2024/07/02 by Qiucheng Wu, Wu, Qiucheng, Handong Zhao +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
  55. LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
    2023/05/18 by Yujie Lu, Lu, Yujie, Xianjun Yang +7 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques #Advanced Image and Video Retrieval Techniques
  56. LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback
    2023/11/15 by Wenda Xu, Daniel Deutsch, Xu, Wenda +15 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  57. Benchmarks as Microscopes: A Call for Model Metrology
    2024/07/22 by Michael Saxon, Ari Holtzman, Saxon, Michael +7 · 2 voices · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.CL #cs.SE
  58. MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
    2024/06/12 by Xuehai He, He, Xuehai, Weixi Feng +25 · 10 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  59. MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
    2024/06/20 by Alfonso Amayuelas, Xianjun Yang, Amayuelas, Alfonso +9 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
  60. Logic2Text: High-Fidelity Natural Language Generation from Logical Forms
    2020/04/30 by Zhiyu Chen, Wenhu Chen, Chen, Zhiyu +11 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  61. NeuPSL: Neural Probabilistic Soft Logic
    2022/05/27 by Connor Pryor, Pryor, Connor, Charles Dickens +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural Networks and Applications #Topic Modeling
  62. EDIS: Entity-Driven Image Search over Multimodal Web Content
    2023/05/23 by Siqi Liu, Liu, Siqi, Weixi Feng +6 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  63. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
    2024/10/15 by Wei Xu, Xu, Wenda, Zifeng Wang +16 · 10 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Online and Blended Learning
  64. Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
    2024/02/05 by Xinyi Wang, Wang, Xinyi, Alfonso Amayuelas +9 · 7 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
  65. THOUGHTTERMINATOR: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models
    2025/04/17 by Xiao Pu, Pu, Xiao, Michael Saxon +5 · 1 voice · 11 citations
    #cs.CL
  66. WikiWhy: Answering and Explaining Cause-and-Effect Questions
    2022/10/21 by Matthew Ho, Aditya Sharma, Ho, Matthew +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  67. Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model
    2019/12/19 by Wenhan Xiong, Xiong, Wenhan, Jingfei Du +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  68. Reward Guided Latent Consistency Distillation
    2024/03/16 by Jiachen Li, Weixi Feng, Li, Jiachen +5 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  69. Disentangling Memory and Reasoning Ability in Large Language Models
    2024/11/20 by Mingyu Jin, Weidi Luo, Jin, Mingyu +13 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  70. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    2024/05/28 by Xiaobao Wu, Thong Nguyen, Wu, Xiaobao +7 · 8 citations
    Social Sciences · #Computational and Text Analysis Methods
  71. Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
    2023/05/30 by Xingyu Fu, Sheng Zhang, Fu, Xingyu +23 · 5 citations
    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
  72. MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding
    2024/07/06 by Zekun Li, Xianjun Yang, Li, Zekun +25 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
  73. MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
    2025/02/07 by Kaijie Zhu, Xianjun Yang, Zhu, Kaijie +7 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security #Radiation Effects in Electronics #Security and Verification in Computing
  74. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    2024/12/18 by Xiaobao Wu, Liangming Pan, Wu, Xiaobao +16 · 11 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  75. Investigating African-American Vernacular English in Transformer-Based\n Text Generation
    2020/10/06 by Sophie Groenwold, Groenwold, Sophie, Lily Ou +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  76. Zero-shot Fact Verification by Claim Generation
    2021/05/31 by Liangming Pan, Pan, Liangming, Wenhu Chen +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  77. Video Captioning via Hierarchical Reinforcement Learning
    2017/11/29 by Xin Wang, Wenhu Chen, Wang, Xin +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  78. Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
    2023/05/23 by Alfonso Amayuelas, Amayuelas, Alfonso, Wong, Kyle +6 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  79. Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
    2023/10/31 by Antonis Antoniades, Antoniades, Antonis, Yiyi Yu +7 · 4 citations
    Neuroscience · Engineering · Psychology · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Child and Animal Learning Development
  80. End-to-end Dense Video Captioning as Sequence Generation
    2022/04/18 by Wanrong Zhu, Zhu, Wanrong, Bo Pang +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  81. ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
    2023/02/05 by Kexun Zhang, Xianjun Yang, Zhang, Kexun +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  82. Zero-Shot Detection of Machine-Generated Codes
    2023/10/08 by Xianjun Yang, Yang, Xianjun, Kexun Zhang +9 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
  83. Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation
    2019/11/18 by Juncheng Li, Xin Wang, Li, Juncheng +11 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning
  84. SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning
    2020/09/21 by Tsu-Jui Fu, Fu, Tsu-Jui, Xin Wang +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  85. AKEW: Assessing Knowledge Editing in the Wild
    2024/02/29 by Xiaobao Wu, Wu, Xiaobao, Liangming Pan +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  86. Disentangled Representation Learning with Wasserstein Total Correlation
    2019/12/30 by Yijun Xiao, Xiao, Yijun, William Yang Wang +1 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  87. MIC: Model-agnostic Integrated Cross-channel Recommenders
    2021/10/22 by Yujie Lu, Ping Nie, Lu, Yujie +10 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  88. FoveaTer: Foveated Transformer for Image Classification
    2021/05/29 by Aditya Jonnalagadda, Jonnalagadda, Aditya, William Yang Wang +3 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
  89. Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning
    2018/05/24 by Pengda Qin, Weiran Xu, Qin, Pengda +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  90. Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners
    2023/05/18 by Xuehai He, Weixi Feng, He, Xuehai +15 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  91. Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning
    2018/04/15 by Xin Wang, Wang, Xin, Yuan-Fang Wang +3 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Pose and Action Recognition
  92. Neuro-Symbolic Procedural Planning with Commonsense Prompting
    2022/06/06 by Yujie Lu, Lu, Yujie, Weixi Feng +11 · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Topic Modeling #Natural Language Processing Techniques
  93. Exploring social structure effect on language evolution based on a computational model
    2008/06/21 by Tao Gong, James W. Minett, William S.-Y. Wang +1 · 2 citations
    Physics and Astronomy · Social Sciences · #Evolutionary Game Theory and Cooperation #Language and cultural evolution #Opinion Dynamics and Social Influence
  94. Language Agnostic Multilingual Information Retrieval with Contrastive Learning
    2022/10/12 by Xiyang Hu, Hu, Xiyang, Xinchi Chen +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  95. Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks
    2022/10/27 by Edwin Zhang, Zhang, Edwin, Yujie Lu +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  96. Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
    2024/10/10 by Sitao Cheng, Liangming Pan, Cheng, Sitao +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  97. SOPBench: Evaluating Language Agents at Following Standard Operating Procedures and Constraints
    2025/03/11 by Zekun Li, Li, Zekun, Huang, Shinda +16 · 5 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  98. Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks
    2022/12/19 by Kaiser Sun, Peng Qi, Sun, Kaiser +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  99. Programming with Personalized PageRank: A Locally Groundable First-Order Probabilistic Logic
    2013/05/10 by William Yang Wang, Wang, William Yang, Kathryn Mazaitis +3 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  100. Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models
    2024/04/23 by Wanrong Zhu, Jennifer Healey, Zhu, Wanrong +7 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Rights Management and Security #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia Communication and Technology
  101. Efficient Inference and Learning in a Large Knowledge Base: Reasoning with Extracted Information using a Locally Groundable First-Order Probabilistic Logic
    2014/04/12 by William Yang Wang, Kathryn Mazaitis, Wang, William Yang +7 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies
  102. Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts
    2024/06/24 by Aditya Sharma, Michael Saxon, Sharma, Aditya +3 · 3 citations
    Psychology · #Artificial Intelligence (cs.AI) #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
  103. Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding
    2023/10/10 by Kexun Zhang, Zhang, Kexun, Hongqiao Chen +5 · 2 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
  104. Agents of Change: Self-Evolving LLM Agents for Strategic Planning
    2025/06/05 by Belle, Nikolas, Barnes, Dakota, Alfonso Amayuelas +7 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Topic Modeling
  105. Free local LLMs fail rule-grounded fee computation: 0/840 exact on RuleArena airline
    2024/12/12 by Zhou, Ruiwen, Wenyue Hua, Liangming Pan +9 · 4 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  106. BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations
    2025/01/13 by Weixi Feng, Feng, Weixi, Chao Liu +9 · 4 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Natural Language Processing Techniques #Human Motion and Animation
  107. Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection
    2018/04/09 by Jing Qian, Qian, Jing, Mai ElSherief +5 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting
  108. Simple Models for Word Formation in English Slang
    2018/04/07 by Vivek Kulkarni, William Yang Wang, Kulkarni, Vivek +1 · 1 citation
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Lexicography and Language Studies #Natural Language Processing Techniques
  109. Budget-Aware Tool-Use Enables Effective Agent Scaling
    2025/11/21 by T. Liu, Liu, Tengxiao, Zifeng Wang +25 · 4 citations
    Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
  110. TWEETQA: A Social Media Focused Question Answering Dataset
    2019/07/14 by Wenhan Xiong, Xiong, Wenhan, Jiawei Wu +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Expert finding and Q&A systems
  111. They, Them, Theirs: Rewriting with Gender-Neutral English
    2021/02/12 by Tony Sun, Kellie Webster, Sun, Tony +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Text Readability and Simplification
  112. Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification
    2019/09/09 by Jiawei Wu, Wenhan Xiong, Wu, Jiawei +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
  113. Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
    2020/01/08 by Pengda Qin, Xin Wang, Qin, Pengda +9 · 1 citation
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning
  114. Neural Correction Model for Open-Domain Named Entity Recognition
    2019/09/13 by Mengdi Zhu, Zheye Deng, Zhu, Mengdi +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  115. A Mathematical Framework, a Taxonomy of Modeling Paradigms, and a Suite of Learning Techniques for Neural-Symbolic Systems
    2024/07/12 by Charles Dickens, Dickens, Charles, Connor Pryor +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  116. SafeText: A Benchmark for Exploring Physical Safety in Language Models
    2022/10/18 by Sharon Levy, Emily Allaway, Levy, Sharon +11 · 1 citation
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Occupational Health and Safety Research #Software Engineering Research #Topic Modeling
  117. Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems
    2022/03/20 by Yi-Lin Tuan, Sajjad Beygi, Tuan, Yi-Lin +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  118. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
    2024/12/22 by Jundong Xu, Xu, Jundong, Fei, Hao +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
  119. Embracing AI in Education: Understanding the Surge in Large Language Model Use by Secondary Students
    2024/11/27 by Tiffany Zhu, Zhu, Tiffany, Kexun Zhang +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Online Learning and Analytics
  120. Mitigating Covertly Unsafe Text within Natural Language Systems
    2022/10/17 by Alex Mei, Anisha Kabir, Mei, Alex +17 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #User Authentication and Security Systems
  121. DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
    2018/05/24 by Pengda Qin, Weiran Xu, Qin, Pengda +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  122. Scaling LLM Inference with Optimized Sample Compute Allocation
    2024/10/29 by Kexun Zhang, Shang‐Ming Zhou, Zhang, Kexun +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Neural Networks and Applications
  123. Benchmarking Diverse-Modal Entity Linking with Generative Models
    2023/05/27 by Sijia Wang, Alexander Hanbo Li, Wang, Sijia +21 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Text and Document Classification Technologies
  124. Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications
    2018/11/01 by Deren Lei, Lei, Deren, Zichen Sun +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Neural Networks and Applications
  125. Dirichlet Variational Autoencoder for Text Modeling
    2018/10/31 by Yijun Xiao, Tiancheng Zhao, Xiao, Yijun +3 · 2 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 #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
  126. Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis
    2022/10/10 by Wenda Xu, Yilin Tuan, Xu, Wenda +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  127. SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes
    2022/12/19 by Wenda Xu, Xian Qian, Xu, Wenda +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  128. How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection
    2019/02/27 by Wenhu Chen, Yu Su, Chen, Wenhu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  129. Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
    2023/10/14 by Jiachen Li, Qiaozi Gao, Li, Jiachen +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  130. ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models
    2023/10/14 by Alex Mei, Sharon Levy, Mei, Alex +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  131. Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader
    2019/05/17 by Wenhan Xiong, Xiong, Wenhan, Mo Yu +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  132. Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
    2024/04/05 by Michael Saxon, Fatima Jahara, Saxon, Michael +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling
  133. MuSLR: Multimodal Symbolic Logical Reasoning
    2025/09/30 by Jianyu Xu, Xu, Jundong, Yuhui Zhang +18 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  134. MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation
    2025/06/25 by Gurusha Juneja, Juneja, Gurusha, Alon Albalak +5 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection