🧑‍🔬 Xu Han — all works

33 works · ← Xu Han

1. ERNIE: Enhanced Language Representation with Informative Entities ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetZhengyan Zhang et al.2019 · 1,848 citations
2. FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetXu Han et al.2018 · 878 citations
3. DocRED: A Large-Scale Document-Level Relation Extraction Dataset ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetYuan Yao et al.2019 · 725 citations
4. PPT: Pre-trained Prompt Tuning for Few-shot LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 471 citations
5. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsAnnual Meeting of the Association for Computational Linguistics (ACL)Chaoqun He, Renjie Luo, Yuzhuo Bai, et al.2024 · 456 citations
6. Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetTianyu Gao et al.2019 · 452 citations
7. OpenKE: An Open Toolkit for Knowledge Embedding ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetXu Han et al.2018 · 387 citations
8. Few-NERD: A Few-shot Named Entity Recognition DatasetAnnual Meeting of the Association for Computational Linguistics (ACL)Ning Ding, Guangwei Xu, Yulin Chen, et al.2021 · 336 citations
9. FewRel 2.0: Towards More Challenging Few-Shot Relation Classification ↗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 yetTianyu Gao et al.2019 · 334 citations
10. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Zhou, Xu Han, Cheng Yang, et al.2019 · 289 citations
11. MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training StrategiesarXiv:2404.06395Shengding Hu, Yuge Tu, Xu Han, et al.2024 · 269 citations
12. MAVEN: A Massive General Domain Event Detection DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Ziqi Wang, Xu Han, et al.2020 · 261 citations
13. Learning from Context or Names? An Empirical Study on Neural Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Peng, Tianyu Gao, Xu Han, et al.2020 · 255 citations
14. Adversarial Training for Weakly Supervised Event DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiaozhi Wang, Xu Han, Zhiyuan Liu, et al.2019 · 210 citations
15. OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations · no summary yetXu Han et al.2019 · 183 citations
16. Prompt-learning for Fine-grained Entity TypingFindings of the Association for Computational LinguisticsNing Ding, Yulin Chen, Xu Han, et al.2022 · 181 citations
17. Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetXu Han et al.2018 · 181 citations
18. 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
19. Continual Relation Learning via Episodic Memory Activation and ReconsolidationAnnual Meeting of the Association for Computational Linguistics (ACL)Xu Han, Yi Dai, Tianyu Gao, et al.2020 · 152 citations
20. CPM: A Large-scale Generative Chinese Pre-trained Language ModelAI OpenZhengyan Zhang, Xu Han, Hao Zhou, et al.2020 · 150 citations
21. HMEAE: Hierarchical Modular Event Argument Extraction ↗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 yetXiaozhi Wang et al.2019 · 132 citations
22. InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context MemoryConference on Neural Information Processing Systems (NeurIPS)Chaojun Xiao, Pengle Zhang, Xu Han, et al.2024 · 126 citations
23. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction ↗Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing · no summary yetXu Han et al.2020 · 106 citations
24. 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
25. CPM-2: Large-scale Cost-effective Pre-trained Language ModelsAI OpenZhengyan Zhang, Yuxian Gu, Xu Han, et al.2021 · 102 citations
26. 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
27. 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
28. Large Multilingual Models Pivot Zero-Shot Multimodal Learning across LanguagesarXiv:2308.12038Jinyi Hu, Yuan Yao, Chongyi Wang, et al.2023 · 43 citations
29. RAGEval: Scenario Specific RAG Evaluation Dataset Generation FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Kunlun Zhu, Yifan Luo, Dingling Xu, et al.2025 · 34 citations
30. MiniCPM4: Ultra-Efficient LLMs on End DevicesarXiv:2506.07900MiniCPM Team, Chaojun Xiao, Yuxuan Li, et al.2025 · 22 citations
31. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative SamplingAnnual Meeting of the Association for Computational Linguistics (ACL)Weilin Zhao, Tengyu Pan, Xu Han, et al.2025 · 15 citations
32. ConPET: Continual Parameter-Efficient Tuning for Large Language ModelsarXiv:2309.14763Chenyang Song, Xu Han, Zheni Zeng, et al.2023 · 14 citations
33. StateX: Enhancing RNN Recall via Post-training State ExpansionFindings of the Association for Computational LinguisticsXingyu Shen, Yingfa Chen, Zhen Leng Thai, et al.2026 · 1 citation

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