🧑‍🔬 Lei Hou — all works

34 works · ← Lei Hou

1. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingarXiv:2308.14508Yushi Bai, Xin Lv, Jiajie Zhang, et al.2023 · 514 citations
2. Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetChengjiang Li et al.2019 · 191 citations
3. TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJiaxin Shi et al.2021 · 162 citations
4. CLEVE: Contrastive Pre-training for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqi Wang, Xiaozhi Wang, Xu Han, et al.2021 · 155 citations
5. MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJifan Yu et al.2020 · 155 citations
6. Improving Event Detection via Open-domain Trigger Knowledge ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetMeihan Tong et al.2020 · 143 citations
7. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context MultitasksarXiv:2412.15204Yushi Bai, Shangqing Tu, Jiajie Zhang, et al.2024 · 135 citations
8. KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShulin Cao et al.2022 · 135 citations
9. Differentiating Concepts and Instances for Knowledge Graph Embedding ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetXin Lv et al.2018 · 130 citations
10. Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetXin Lv et al.2022 · 117 citations
11. On Transferability of Prompt Tuning for Natural Language Processing ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYusheng Su et al.2022 · 107 citations
12. Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetXin Lv et al.2019 · 104 citations
13. LongAlign: A Recipe for Long Context Alignment of Large Language ModelsarXiv:2401.18058Yushi Bai, Xin Lv, Jiajie Zhang, et al.2024 · 98 citations
14. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Yulin Chen, Ning Ding, et al.2022 · 96 citations
15. Finding Skill Neurons in Pre-trained Transformer-based Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, et al.2022 · 85 citations
16. Simulating Classroom Education with LLM-Empowered AgentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, et al.2025 · 84 citations
17. Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetHailong Jin et al.2019 · 73 citations
18. Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXin Lv et al.2020 · 69 citations
19. LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMsarXiv:2408.07055Yushi Bai, Jiajie Zhang, Xin Lv, et al.2024 · 66 citations
20. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and StylearXiv:2410.16184Yantao Liu, Zijun Yao, Rui Min, et al.2024 · 53 citations
21. SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Zijun Yao, Weijian Qi, Liangming Pan, et al.2025 · 52 citations
22. AdaptThink: Reasoning Models Can Learn When to ThinkConference on Empirical Methods in Natural Language Processing (EMNLP)Jiajie Zhang, Nianyi Lin, Lei Hou, et al.2025 · 44 citations
23. When does In-context Learning Fall Short and Why? A Study on Specification-Heavy TasksarXiv:2311.08993Hao Peng, Xiaozhi Wang, Jianhui Chen, et al.2023 · 42 citations
24. LongReward: Improving Long-context Large Language Models with AI FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL)Jiajie Zhang, Zhongni Hou, Xin Lv, et al.2025 · 21 citations
25. Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Peng, Yunjia Qi, Xiaozhi Wang, et al.2025 · 18 citations
26. VerIF: Verification Engineering for Reinforcement Learning in Instruction FollowingConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Peng, Yunjia Qi, Xiaozhi Wang, et al.2025 · 18 citations
27. Pre-training Distillation for Large Language Models: A Design Space ExplorationAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Peng, Xin Lv, Yushi Bai, et al.2025 · 14 citations
28. MAVEN-FACT: A Large-scale Event Factuality Detection DatasetFindings of the Association for Computational LinguisticsChunyang Li, Hao Peng, Xiaozhi Wang, et al.2024 · 6 citations
29. DeepPrune: Parallel Scaling without Inter-trace RedundancyFindings of the Association for Computational LinguisticsShangqing Tu, Yaxuan Li, Yushi Bai, et al.2026 · 3 citations
30. ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetJinxin Liu et al.2022 · 3 citations
31. From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM AgentAnnual Meeting of the Association for Computational Linguistics (ACL)Yucheng Wang, Shen Yang, Jifan Yu, et al.2026
32. WildReward: Learning Reward Models from In-the-Wild Human InteractionsAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Peng, Yunjia Qi, Xiaozhi Wang, et al.2026
33. Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJiajie Zhang et al.2026
34. Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies? ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetMengna Zhu et al.2026

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