Hou, Lei
- LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
2023/08/28 by Yushi Bai, Bai, Yushi, Xin Lv +23 · 262 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
- LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
2024/12/19 by Yushi Bai, Bai, Yushi, Shangqing Tu +21 · 64 citations
Computer Science · #Topic Modeling #Semantic Web and Ontologies
- RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
2024/10/21 by Yantao Liu, Zijun Yao, Liu, Yantao +9 · 48 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
2024/02/06 by Ji Qi, Qi, Ji, Ming Ding +19 · 32 citations
Computer Science · #Multimodal Machine Learning Applications
- Benchmarking Foundation Models with Language-Model-as-an-Examiner
2023/06/07 by Yushi Bai, Bai, Yushi, Jiahao Ying +23 · 26 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Simulating Classroom Education with LLM-Empowered Agents
2024/06/27 by Zheyuan Zhang, Daniel Zhang-Li, Zhang, Zheyuan +14 · 34 citations
Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence in Law #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation
- LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
2024/08/13 by Yushi Bai, Jiajie Zhang, Bai, Yushi +15 · 32 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
- LongAlign: A Recipe for Long Context Alignment of Large Language Models
2024/01/31 by Yushi Bai, Bai, Yushi, Xin Lv +15 · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph
2021/04/15 by Jiaxin Shi, Shi, Jiaxin, Shulin Cao +7 · 11 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
- From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents
2024/09/05 by Jifan Yu, Yu, Jifan, Zheyuan Zhang +67 · 1 voice · 8 citations
Computer Science · #cs.CY #cs.CL
- LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA
2024/09/04 by Jiajie Zhang, Yushi Bai, Zhang, Jiajie +19 · 23 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
- AdaptThink: Reasoning Models Can Learn When to Think
2025/05/19 by Jiajie Zhang, Nianyi Lin, Zhang, Jiajie +7 · 59 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
- A Survey of Knowledge Enhanced Pre-trained Language Models
2022/11/11 by Linmei Hu, Zeyi Liu, Hu, Linmei +9 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction
2022/11/14 by Xiaozhi Wang, Wang, Xiaozhi, Yulin Chen +21 · 8 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
- Finding Skill Neurons in Pre-trained Transformer-based Language Models
2022/11/14 by Xiaozhi Wang, Kaiyue Wen, Wang, Xiaozhi +9 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- 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
- MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification
2024/04/07 by Kai Sun, Yushi Bai, Sun, Kai +4 · 10 citations
Engineering · Social Sciences · #Computation and Language (cs.CL) #Education and Technology Integration #Educational Tools and Methods #FOS: Computer and information sciences #Spatial Cognition and Navigation
- Are Reasoning Models More Prone to Hallucination?
2025/05/29 by Zijun Yao, Yao, Zijun, Y.J. Liu +12 · 28 citations
Decision Sciences · Computer Science · #Decision-Making and Behavioral Economics #Logic, Reasoning, and Knowledge #Explainable Artificial Intelligence (XAI)
- KoLA: Carefully Benchmarking World Knowledge of Large Language Models
2023/06/15 by Jifan Yu, Xiaozhi Wang, Yu, Jifan +67 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
2022/03/16 by Yao, Feng, Xiao, Chaojun, Wang, Xiaozhi +7 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
2023/11/13 by Shangqing Tu, Tu, Shangqing, Y. Sun +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
- GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation
2023/03/26 by Qi, Ji, Yu, Jifan, Tu, Teng +12 · 6 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base
2020/07/08 by Cao, Shulin, Shi, Jiaxin, Pan, Liangming +6 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
2025/02/26 by Hao Peng, Yunjia Qi, Peng, Hao +11 · 15 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
- Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions
2023/11/23 by Cao, Shulin, Zhang, Jiajie, Shi, Jiaxin +5 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
2024/06/27 by Yao, Zijun, Qi, Weijian, Pan, Liangming +5 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization
2022/12/19 by Bai, Yushi, Lv, Xin, Li, Juanzi +1 · 4 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- ADELIE: Aligning Large Language Models on Information Extraction
2024/05/08 by Yunjia Qi, Qi, Yunjia, Hao Peng +9 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
2024/07/04 by Amy Xin, Yunjia Qi, Xin, Amy +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
- LongReward: Improving Long-context Large Language Models with AI Feedback
2024/10/28 by Jiajie Zhang, Zhang, Jiajie, Zhongni Hou +17 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
2024/06/20 by Jianhui Chen, Xiaozhi Wang, Chen, Jianhui +9 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
2025/06/11 by Hao Peng, Yunjia Qi, Peng, Hao +9 · 11 citations
Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
- OpenEP: Open-Ended Future Event Prediction
2024/08/13 by Yong Guan, Hao Peng, Guan, Yong +7 · 4 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
- DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning
2024/06/06 by Tu, Shangqing, Zhu, Kejian, Bai, Yushi +3 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
2025/04/26 by Yixin Cao, Cao, Yixin, Shibo Hong +49 · 10 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- 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
- ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
2025/03/27 by Zhicheng Lee, Lee, Zhicheng, Shulin Cao +13 · 8 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
- 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)
- 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
- MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs
2023/04/05 by Yu, Jifan, Lu, Mengying, Zhong, Qingyang +9 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Constraint Back-translation Improves Complex Instruction Following of Large Language Models
2024/10/31 by Yunjia Qi, Hao Peng, Qi, Yunjia +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts
2023/08/11 by Tu, Shangqing, Zhang, Zheyuan, Yu, Jifan +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Pre-training Distillation for Large Language Models: A Design Space Exploration
2024/10/21 by Hao Peng, Xin Lv, Peng, Hao +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
- Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach
2023/10/12 by Zheyuan Zhang, Jifan Yu, Zhang, Zheyuan +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- Neural Collective Entity Linking
2018/11/21 by Cao, Yixin, Hou, Lei, Li, Juanzi +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization
2018/11/06 by Shi, Jiaxin, Liang, Chen, Hou, Lei +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament
2025/01/22 by Yantao Liu, Zijun Yao, Liu, Yantao +9 · 4 citations
Computer Science · #Speech and Audio Processing #Image and Signal Denoising Methods #Blind Source Separation Techniques
- OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding
2023/09/25 by Hao Peng, Xiaozhi Wang, Peng, Hao +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
- How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
2024/01/11 by Jinxin Liu, Liu, Jinxin, Shulin Cao +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
- A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation
2024/04/04 by Jifan Yu, Yu, Jifan, Xiaohan Zhang +13 · 2 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems
- Reverse That Number! Decoding Order Matters in Arithmetic Learning
2024/03/09 by Daniel Zhang-Li, Nianyi Lin, Zhang-Li, Daniel +15 · 2 citations
Social Sciences · Mathematics · #Mathematics Education and Teaching Techniques #History and Theory of Mathematics
- When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks
2023/11/15 by Peng, Hao, Wang, Xiaozhi, Chen, Jianhui +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability
2021/04/14 by Xin Lv, Yixin Cao, Lv, Xin +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Explainable Artificial Intelligence (XAI)
- Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
2024/06/17 by Shangqing Tu, Zhuoran Pan, Tu, Shangqing +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
- TWAG: A Topic-Guided Wikipedia Abstract Generator
2021/06/29 by Zhu, Fangwei, Tu, Shangqing, Shi, Jiaxin +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Information Cocoons in Online Navigation
2021/09/14 by Hou, Lei, Pan, Xue, Liu, Kecheng +3 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
- GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation
2022/05/24 by Nie, Lunyiu, Cao, Shulin, Shi, Jiaxin +5 · 1 citation
#Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- Program Transfer for Answering Complex Questions over Knowledge Bases
2021/10/12 by Shulin Cao, Jiaxin Shi, Cao, Shulin +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- 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
- Interactive Contrastive Learning for Self-supervised Entity Alignment
2022/01/17 by Zeng, Kaisheng, Dong, Zhenhao, Hou, Lei +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning
2024/11/25 by Xin, Amy, Liu, Jinxin, Yao, Zijun +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- COPEN: Probing Conceptual Knowledge in Pre-trained Language Models
2022/11/08 by Hao Peng, Peng, Hao, Xiaozhi Wang +12 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph
2022/10/21 by Zhao, Bowen, Sun, Jiuding, Xu, Bin +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- 113 km absolute ranging with nanometer precision
2024/12/07 by Yan-Wei Chen, Yanwei Chen, Meng-Zhe Lian +38 · 4 voices · 1 citation
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
- Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction
2023/05/23 by Ji Qi, Chuchun Zhang, Qi, Ji +18 · 1 citation
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
- SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking
2024/05/24 by Wang, Yuanchun, Yu, Jifan, Yao, Zijun +13 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Evaluating Generative Language Models in Information Extraction as Subjective Question Correction
2024/04/04 by Fan, Yuchen, Liu, Yantao, Yao, Zijun +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
2025/10/02 by Chen, Yanxu, Yao, Zijun, Liu, Yantao +4 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DeepPrune: Parallel Scaling without Inter-trace Redundancy
2025/10/09 by Tu, Shangqing, Li, Yaxuan, Bai, Yushi +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
2025/10/13 by Lin, Nianyi, Zhang, Jiajie, Hou, Lei +1 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- StoryWriter: A Multi-Agent Framework for Long Story Generation
2025/06/19 by Xia, Haotian, Peng, Hao, Qi, Yunjia +4 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling