🧑‍🔬 Huajun Chen — all works

31 works · ← Huajun Chen

1. Editing Large Language Models: Problems, Methods, and Opportunities ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetYunzhi Yao et al.2023 · 295 citations
2. Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetNingyu Zhang et al.2019 · 273 citations
3. Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs ↗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 yetMingyang Chen et al.2019 · 262 citations
4. Reasoning with Language Model Prompting: A SurveyarXiv:2212.09597Shuofei Qiao, Yixin Ou, Ningyu Zhang, et al.2022 · 161 citations
5. Scientific Large Language Models: A Survey on Biological & Chemical Domains ↗arXiv:2401.14656 · no summary yetQiang Zhang et al.2024 · 154 citations
6. Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetXiang Chen et al.2022 · 144 citations
7. Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetNingyu Zhang et al.2018 · 119 citations
8. Zero-shot Text Classification via Reinforced Self-training ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetZhiquan Ye et al.2020 · 103 citations
9. ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning ↗arXiv:2503.19470 · no summary yetMingyang Chen et al.2025 · 99 citations
10. Generative Knowledge Graph Construction: A Review ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetHongbin Ye et al.2022 · 97 citations
11. Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetGuanying Wang et al.2018 · 92 citations
12. Detoxifying Large Language Models via Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Mengru Wang, Ningyu Zhang, Ziwen Xu, et al.2024 · 84 citations
13. Large Knowledge Model: Perspectives and Challenges ↗arXiv:2312.02706 · no summary yetHuajun Chen2023 · 71 citations
14. MLBiNet: A Cross-Sentence Collective Event Detection Network ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetDongfang Lou et al.2021 · 62 citations
15. LightThinker: Thinking Step-by-Step CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Jintian Zhang, Yuqi Zhu, Mengshu Sun, et al.2025 · 50 citations
16. DeepSeek: Paradigm Shifts and Technical Evolution in Large AI ModelsarXiv:2507.09955Luolin Xiong, Haofen Wang, Xi Chen, et al.2025 · 41 citations
17. Symbolic Learning Enables Self-Evolving AgentsarXiv:2406.18532Wangchunshu Zhou, Yixin Ou, Shengwei Ding, et al.2024 · 34 citations
18. Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target AtomsAnnual Meeting of the Association for Computational Linguistics (ACL)Mengru Wang, Ziwen Xu, Shengyu Mao, et al.2025 · 14 citations
19. OmniThink: Expanding Knowledge Boundaries in Machine Writing through ThinkingConference on Empirical Methods in Natural Language Processing (EMNLP)Zekun Xi, Wenbiao Yin, Jizhan Fang, et al.2025 · 14 citations
20. RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhaoyan Gong, Juan Li, Zhiqiang Liu, et al.2025 · 9 citations
21. KnowRL: Exploring Knowledgeable Reinforcement Learning for FactualityAnnual Meeting of the Association for Computational Linguistics (ACL)Baochang Ren, Shuofei Qiao, Ningyu Zhang, et al.2026 · 5 citations
22. Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaoyan Gong, Zhiqiang Liu, Songze Li, et al.2026 · 4 citations
23. Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM EnrichingConference on Empirical Methods in Natural Language Processing (EMNLP)Songze Li, Zhiqiang Liu, Zhengke Gui, et al.2025 · 4 citations
24. Can We Predict Before Executing Machine Learning Agents?Annual Meeting of the Association for Computational Linguistics (ACL)Jingsheng Zheng, Jintian Zhang, Yujie Luo, et al.2026 · 2 citations
25. Structured and Abstractive Reasoning on Multi-modal Relational Knowledge ImagesFindings of the Association for Computational LinguisticsYichi Zhang, Zhuo Chen, Lingbing Guo, et al.2026 · 1 citation
26. Why Steering Works: Toward a Unified View of Language Model Parameter DynamicsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziwen Xu, Chenyan WU, Hengyu Sun, et al.2026 · 1 citation
27. What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Yujie Luo, Zhuoyun Yu, Xuehai Wang, et al.2026
28. How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZiwen Xu et al.2026
29. Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHaoming Xu et al.2026
30. MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetTong Xu et al.2026
31. Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYichi Zhang et al.2026

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