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Yangqiu Song

  1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 165 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  2. Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
    2024/02/28 by Qineng Wang, Wang, Qineng, Zihao Wang +7 · 42 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
    2025/05/19 by Tianshi Zheng, Zheng, Tianshi, Zheye Deng +11 · 1 voice · 23 citations
    Computer Science · Decision Sciences · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #cs.CL
  4. Maximum-Likelihood Augmented Discrete Generative Adversarial Networks
    2017/02/26 by Tong Che, Che, Tong, Yanran Li +11 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  5. Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
    2024/04/23 by Xu Yao, Shizhu He, Xu, Yao +13 · 17 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
  6. Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
    2023/05/04 by Haoran Li, Mingshi Xu, Li, Haoran +3 · 13 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
    2024/04/22 by Zheye Deng, Deng, Zheye, Chunkit Chan +13 · 16 citations
    Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  8. NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
    2024/04/21 by Chunkit Chan, Chan, Chunkit, Yauwai Yim +16 · 13 citations
    Psychology · Neuroscience · #Action Observation and Synchronization #Neural and Behavioral Psychology Studies
  9. ASER: A Large-scale Eventuality Knowledge Graph
    2019/05/01 by Hongming Zhang, Xin Liu, Zhang, Hongming +7 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
    2023/10/13 by Se-Hyun Choi, Choi, Sehyun, Tianqing Fang +5 · 9 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
  11. GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
    2024/06/17 by Wei Fan, Fan, Wei, Haoran Li +7 · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Privacy, Security, and Data Protection
  12. StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
    2023/10/19 by Jiayang, Cheng, Lin Qiu, Qiu, Lin +20 · 7 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  13. FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
    2022/11/15 by Changlong Yu, Yu, Changlong, Weiqi Wang +14 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Web Data Mining and Analysis
  14. Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
    2023/12/23 by Xin Liu, Liu, Xin, Zheng Li +13 · 6 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
  15. Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
    2021/04/02 by Hao Peng, Peng, Hao, Jianxin Li +11 · 3 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Text Analysis Techniques #Advanced Graph Neural Networks
  16. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
    2024/01/14 by Weiqi Wang, Tianqing Fang, Wang, Weiqi +20 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. ECon: On the Detection and Resolution of Evidence Conflicts
    2024/10/05 by Jiayang, Cheng, Chunkit Chan, Qianqian Zhuang +16 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
  18. From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
    2025/06/23 by Weizhi Zhang, Yangning Li, Zhang, Weizhi +42 · 19 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Scientific Computing and Data Management #Web Data Mining and Analysis
  19. Understanding Hidden Memories of Recurrent Neural Networks
    2017/10/30 by Yao Ming, Ming, Yao, Shaozu Cao +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  20. PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
    2025/02/24 by Haoran Li, Li, Haoran, Wenbiao Hu +15 · 10 citations
    Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy, Security, and Data Protection
  21. Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
    2023/12/25 by Jiaxin Bai, Bai, Jiaxin, Yicheng Wang +9 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  22. Neural Subgraph Isomorphism Counting
    2019/12/25 by Xin Liu, Liu, Xin, Haojie Pan +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  23. Joint Coreference Resolution and Character Linking for Multiparty Conversation
    2021/01/27 by Jiaxin Bai, Hongming Zhang, Bai, Jiaxin +5 · 2 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
  24. Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information
    2024/08/05 by Yauwai Yim, Yim, Yauwai, Chunkit Chan +10 · 5 citations
    Computer Science · #Artificial Intelligence in Games
  25. Fair Representation Learning for Heterogeneous Information Networks
    2021/04/18 by Ziqian Zeng, Zeng, Ziqian, Rashidul Islam +9 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
  26. Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching
    2021/12/16 by Xin Liu, Yangqiu Song, Liu, Xin +1 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  27. Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia
    2022/10/28 by Haojie Pan, Pan, Haojie, Zepeng Zhai +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Web Data Mining and Analysis
  28. Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
    2025/02/22 by Chunyang Li, Weiqi Wang, Li, Chunyang +5 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  29. The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
    2025/04/07 by Tianshi Zheng, Zheng, Tianshi, Yixiang Chen +16 · 9 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Multimodal Machine Learning Applications #Topic Modeling
  30. Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
    2023/04/14 by Hang Yin, Yin, Hang, Zihao Wang +3 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Topic Modeling
  31. MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
    2025/05/15 by Zhaowei Wang, Wang, Zhaowei, Wenhao Yu +20 · 6 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 #Multimodal Machine Learning Applications #Topic Modeling
  32. On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts
    2023/11/13 by Qineng Wang, Wang, Qineng, Zihao Wang +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  33. Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks
    2019/06/09 by Hao Peng, Peng, Hao, Jianxin Li +11 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling
  34. LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
    2025/02/16 by Tianshi Zheng, Zheng, Tianshi, Jiayang Cheng +15 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  35. SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
    2019/05/14 by Hongming Zhang, Zhang, Hongming, Hantian Ding +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  36. Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
    2023/05/30 by Jiaxin Bai, Bai, Jiaxin, Xin Liu +7 · 2 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
  37. A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution
    2020/09/27 by Hongming Zhang, Zhang, Hongming, Xinran Zhao +3 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  38. Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
    2024/03/12 by Tianqing Fang, Zeming Chen, Fang, Tianqing +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  39. Ranking Users in Social Networks with Motif-based PageRank
    2019/12/26 by Huan Zhao, Xiaogang Xu, Zhao, Huan +9 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
  40. EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
    2024/03/30 by Jiayang, Cheng, Lin Qiu, Qiu, Lin +8 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  41. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
    2025/05/21 by Weiqi Wang, Wang, Weiqi, Limeng Cui +31 · 6 citations
    Computer Science · #Software Engineering Research
  42. ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
    2024/10/04 by Ying Su, Su, Ying, Haochen Shi +8 · 2 citations
    Computer Science · Engineering · #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications #Speech and dialogue systems
  43. Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?
    2025/05/30 by Jiayu Liu, Liu, Jiayu, Qing Zong +5 · 7 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
  44. BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger
    2024/08/17 by Yulin Chen, Haoran Li, Chen, Yulin +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  45. A Survey of LLM Alignment: Instruction Understanding, Intention Reasoning, and Reliable Generation
    2025/02/13 by Zongyu Chang, Chang, Zongyu, Fu‐Hsing Lu +19 · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Statistics Education and Methodologies
  46. Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
    2022/04/27 by Jiaxin Bai, Bai, Jiaxin, Zihao Wang +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  47. SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
    2025/05/30 by Peng Xie, Xingyuan Liu, Xie, Peng +12 · 3 citations
    Social Sciences · #Multilingual Education and Policy
  48. COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
    2023/05/09 by Zhaowei Wang, Quyet V. Do, Wang, Zhaowei +15 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  49. Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study
    2025/05/12 by Baixuan Xu, Chunyang Li, Xu, Baixuan +14 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Multi-Agent Systems and Negotiation #Speech and dialogue systems
  50. Top Ten Challenges Towards Agentic Neural Graph Databases
    2025/01/24 by Jiaxin Bai, Bai, Jiaxin, Zihao Wang +32 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  51. CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning
    2023/05/08 by Weiqi Wang, Tianqing Fang, Wang, Weiqi +9 · 1 citation
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  52. Knowledge Graph Reasoning over Entities and Numerical Values
    2023/06/02 by Jiaxin Bai, Luo Chen, Bai, Jiaxin +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Semantic Web and Ontologies #Topic Modeling
  53. NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
    2025/10/08 by Tianshi Zheng, Zheng, Tianshi, Tam, Kelvin Kiu-Wai +19 · 4 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Semantic Web and Ontologies
  54. Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models
    2024/09/20 by Chunkit Chan, Lin, Zizheng, Chan, Chunkit +4 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  55. CodeGraph: Enhancing Graph Reasoning of LLMs with Code
    2024/08/25 by Q. Cai, Zhaowei Wang, Cai, Qiaolong +7 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Wikis in Education and Collaboration
  56. BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network
    2021/01/14 by Zhixian Chen, Chen, Zhixian, Tengfei Ma +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
  57. KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
    2024/12/12 by Tianshi Zheng, Zheng, Tianshi, Weihan Li +7 · 1 citation
    Computer Science · Psychology · #Computation and Language (cs.CL) #Educational Strategies and Epistemologies #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  58. InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding
    2025/09/20 by Jiayang, Cheng, Qianqian Zhuang, Haoran Li +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
  59. Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
    2025/10/04 by Yulin Chen, Chen, Yulin, Haoran Li +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Web Application Security Vulnerabilities
  60. MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning
    2026/07/29 by Kawai Chung, Chunkit Chan, Yauwai Yim +12
    Computer Science · #cs.AI
  61. RLPF: Reinforcement Learning from Performance Feedback for Code Generation
    2026/07/29 by Huihao Jing, Haozhe Cui, Wenbin Hu +9
    Computer Science · #cs.LG #cs.SE
  62. EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World
    2026/07/19 by Qing Zong, Yue Guo, Mengxin Yang +2
    #cs.CL