Lei Hou

1. LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
   2023/08/28 by Yushi Bai, Bai, Yushi, Xin Lv +23 · 210 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
2. The GTEx Consortium atlas of genetic regulatory effects across human tissues
   2020/09/10 by François Aguet, Shankara Anand, Kristin Ardlie +97 · 78 citations
   Biochemistry, Genetics and Molecular Biology · #RNA Research and Splicing #RNA modifications and cancer #Genomics and Chromatin Dynamics
3. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
   2024/12/19 by Yushi Bai, Shangqing Tu, Bai, Yushi +21 · 52 citations
   Computer Science · #Topic Modeling #Semantic Web and Ontologies
4. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
   2024/10/21 by Yantao Liu, Liu, Yantao, Zijun Yao +9 · 41 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
5. CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
   2024/02/06 by Ji Qi, Ming Ding, Qi, Ji +19 · 25 citations
   Computer Science · #Multimodal Machine Learning Applications
6. Benchmarking Foundation Models with Language-Model-as-an-Examiner
   2023/06/07 by Yushi Bai, Jiahao Ying, Bai, Yushi +23 · 19 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
7. LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
   2024/08/13 by Yushi Bai, Bai, Yushi, Jiajie Zhang +15 · 25 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Semantic Web and Ontologies
8. LongAlign: A Recipe for Long Context Alignment of Large Language Models
   2024/01/31 by Yushi Bai, Bai, Yushi, Xin Lv +15 · 19 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
9. AdaptThink: Reasoning Models Can Learn When to Think
   2025/05/19 by Jiajie Zhang, Nianyi Lin, Zhang, Jiajie +7 · 46 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
10. TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph
    2021/04/15 by Jiaxin Shi, Shulin Cao, Shi, Jiaxin +7 · 8 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
11. From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents
    2024/09/05 by Jifan Yu, Zheyuan Zhang, Yu, Jifan +67 · 1 voice · 6 citations
    Computer Science · #cs.CY #cs.CL
12. Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph
    2020/10/05 by Xin Lv, Xu Han, Lv, Xin +14 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
13. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction
    2022/11/14 by Xiaozhi Wang, Yulin Chen, Wang, Xiaozhi +21 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
14. Finding Skill Neurons in Pre-trained Transformer-based Language Models
    2022/11/14 by Xiaozhi Wang, Wang, Xiaozhi, Kaiyue Wen +9 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
15. WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
    2023/11/13 by Shangqing Tu, Y. Sun, Tu, Shangqing +9 · 7 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
16. Are Reasoning Models More Prone to Hallucination?
    2025/05/29 by Zijun Yao, Yao, Zijun, Y.J. Liu +12 · 21 citations
    Decision Sciences · Computer Science · #Decision-Making and Behavioral Economics #Logic, Reasoning, and Knowledge #Explainable Artificial Intelligence (XAI)
17. Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
    2025/02/26 by Hao Peng, Peng, Hao, Yunjia Qi +11 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
18. KoLA: Carefully Benchmarking World Knowledge of Large Language Models
    2023/06/15 by Jifan Yu, Yu, Jifan, Xiaozhi Wang +67 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
19. LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
    2024/07/04 by Amy Xin, Xin, Amy, Yunjia Qi +13 · 6 citations
    Computer Science · Decision Sciences · #Big Data Technologies and Applications #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
20. ADELIE: Aligning Large Language Models on Information Extraction
    2024/05/08 by Yunjia Qi, Qi, Yunjia, Hao Peng +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
21. VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
    2025/06/11 by Hao Peng, Peng, Hao, Yunjia Qi +9 · 11 citations
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
22. LongReward: Improving Long-context Large Language Models with AI Feedback
    2024/10/28 by Jiajie Zhang, Zhongni Hou, Zhang, Jiajie +17 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
23. Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
    2024/06/20 by Jianhui Chen, Xiaozhi Wang, Chen, Jianhui +9 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
24. MAVEN-Fact: A Large-scale Event Factuality Detection Dataset
    2024/07/22 by Chunyang Li, Hao Peng, Li, Chunyang +11 · 4 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Big Data Technologies and Applications #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
25. AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios
    2025/05/22 by Yunjia Qi, Qi, Yunjia, Hao Peng +12 · 8 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
26. OpenEP: Open-Ended Future Event Prediction
    2024/08/13 by Yong Guan, Hao Peng, Guan, Yong +7 · 3 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software System Performance and Reliability
27. How do Transformers Learn Implicit Reasoning?
    2025/05/29 by Jinhua Ye, Ye, Jiaran, Zijun Yao +19 · 7 citations
    Psychology · Social Sciences · #Child and Animal Learning Development #FOS: Computer and information sciences #Language Development and Disorders #Language and cultural evolution #Machine Learning (cs.LG)
28. Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering
    2023/05/24 by Jiajie Zhang, Zhang, Jiajie, Shulin Cao +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
29. A social force evacuation model with the leadership effect
    2014/01/15 by Lei Hou, Jian-Guo Liu, Pan Xue +2 · 1 citation
    Computer Science · Engineering · Social Sciences · #Data Visualization and Analytics #Evacuation and Crowd Dynamics #Transportation Planning and Optimization
30. A conceptual framework for integrating building information modeling with augmented reality
    2012/12/09 by Xiangyu Wang, Peter E.D. Love, Mi Jeong Kim +4 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Augmented Reality Applications #BIM and Construction Integration
31. OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding
    2023/09/25 by Hao Peng, Peng, Hao, Xiaozhi Wang +13 · 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
32. Pre-training Distillation for Large Language Models: A Design Space Exploration
    2024/10/21 by Hao Peng, Peng, Hao, Xin Lv +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
33. A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation
    2024/04/04 by Jifan Yu, Xiaohan Zhang, Yu, Jifan +13 · 2 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems
34. Reverse That Number! Decoding Order Matters in Arithmetic Learning
    2024/03/09 by Daniel Zhang-Li, Zhang-Li, Daniel, Nianyi Lin +15 · 2 citations
    Social Sciences · Mathematics · #Mathematics Education and Teaching Techniques #History and Theory of Mathematics
35. Constraint Back-translation Improves Complex Instruction Following of Large Language Models
    2024/10/31 by Yunjia Qi, Qi, Yunjia, Hao Peng +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
36. CLEVE: Contrastive Pre-training for Event Extraction
    2021/05/30 by Ziqi Wang, Wang, Ziqi, Xiaozhi Wang +15 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
37. PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament
    2025/01/22 by Yantao Liu, Liu, Yantao, Zijun Yao +9 · 3 citations
    Computer Science · #Speech and Audio Processing #Image and Signal Denoising Methods #Blind Source Separation Techniques
38. Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability
    2021/04/14 by Xin Lv, Lv, Xin, Yixin Cao +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Explainable Artificial Intelligence (XAI)
39. Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
    2024/06/17 by Shangqing Tu, Tu, Shangqing, Zhuoran Pan +15 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
40. ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time
    2023/04/27 by Shangqing Tu, Chunyang Li, Tu, Shangqing +9 · 2 citations
    Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
41. LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
    2025/02/27 by Yi Jing, Jing, Yi, H. Henry Guo +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
42. 113 km absolute ranging with nanometer precision
    2024/12/07 by Yan-Wei Chen, Yanwei Chen, Chen, Yan-Wei +38 · 4 voices
    Computer Science · Engineering · #Advanced Measurement and Metrology Techniques #Astronomical Observations and Instrumentation #Optical measurement and interference techniques #astro-ph.IM #physics.ins-det #physics.optics #quant-ph
43. pyHB: an open-source automatic-differentiation-enhanced semi-analytical solver for nonlinear dynamics
    2026/07/20 by Yuhong Jin, Qi Liu, Lei Hou +4 · 1 voice
    #cs.MS
44. Where Steering Signals Come From: Activation Source Selection in Activation Steering
    2026/07/28 by Jiaran Ye, Lingxu Ran, Zijun Yao +5
    #cs.CL #cs.AI #cs.LG