🧑‍🔬 Kang Liu — all works

47 works · ← Kang Liu

1. Recurrent Convolutional Neural Networks for Text Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSiwei Lai et al.2015 · 2,474 citations
2. Knowledge Graph Embedding via Dynamic Mapping MatrixAnnual Meeting of the Association for Computational Linguistics (ACL)Guoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,944 citations
3. Relation Classification via Convolutional Deep Neural NetworkInternational Conference on Computational Linguistics (COLING)Daojian Zeng, Kang Liu, Siwei Lai, et al.2014 · 1,673 citations
4. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetDaojian Zeng et al.2015 · 1,351 citations
5. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Yubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,177 citations
6. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 612 citations
7. Knowledge Graph Completion with Adaptive Sparse Transfer Matrix ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetGuoliang Ji et al.2016 · 460 citations
8. Event Extraction as Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Jian Liu, Yubo Chen, Kang Liu, et al.2020 · 422 citations
9. An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYanchao Hao et al.2017 · 418 citations
10. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsAnnual Meeting of the Association for Computational Linguistics (ACL)Shulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
11. Large Language Models are Better Reasoners with Self-VerificationFindings of the Association for Computational LinguisticsYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 304 citations
12. DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ↗Proceedings of ACL 2018, System Demonstrations · no summary yetHang Yang et al.2018 · 237 citations
13. Automatically Labeled Data Generation for Large Scale Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Yubo Chen, Shulin Liu, Xiang Zhang, et al.2017 · 228 citations
14. Inner Attention based Recurrent Neural Networks for Answer Selection ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBingning Wang, Kang Liu, Jun Zhao2016 · 228 citations
15. Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetPengfei Cao et al.2018 · 226 citations
16. Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network ↗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 yetDianbo Sui et al.2019 · 174 citations
17. Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning ↗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 yetXiangrong Zeng et al.2019 · 169 citations
18. Leveraging FrameNet to Improve Automatic Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Shulin Liu, Yubo Chen, Shizhu He, et al.2016 · 164 citations
19. Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYubo Chen et al.2018 · 144 citations
20. HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetPengfei Cao et al.2020 · 139 citations
21. Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShizhu He et al.2017 · 138 citations
22. Document-level Event Extraction via Parallel Prediction Networks ↗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 yetHang Yang et al.2021 · 112 citations
23. KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetXinyu Zuo et al.2020 · 100 citations
24. Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ↗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 yetPengfei Cao et al.2021 · 98 citations
25. Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJian Liu, Yubo Chen, Kang Liu2019 · 90 citations
26. LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ↗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 yetXinyu Zuo et al.2021 · 89 citations
27. Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetXinyu Zuo et al.2021 · 88 citations
28. A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetShulin Liu et al.2016 · 84 citations
29. Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language ModelsLanguage Resources and Evaluation Conference (LREC)Zhuoran Jin, Pengfei Cao, Yubo Chen, et al.2024 · 70 citations
30. Connecting Embeddings for Knowledge Graph Entity Typing ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYu Zhao et al.2020 · 67 citations
31. ParaLS: Lexical Substitution via Pretrained Paraphraser ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJipeng Qiang et al.2023 · 17 citations
32. SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language ModelsInternational Conference on Computational Linguistics (COLING)Huanxuan Liao, Shizhu He, Yupu Hao, et al.2025 · 12 citations
33. Multilingual Lexical Simplification via Paraphrase Generation ↗arXiv:2307.15286 · ECAI 2023 · no summary yetKang Liu et al.2023 · 6 citations
34. If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Siqi Fan, Xiusheng Huang, Yiqun Yao, et al.2026 · 5 citations
35. From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM QuantizationFindings of the Association for Computational LinguisticsChenxi Zhou, Pengfei Cao, Jiang Li, et al.2026 · 1 citation
36. NEAT: Neuron-Based Early Exit for Large Reasoning ModelsFindings of the Association for Computational LinguisticsKang Liu, YongKang Liu, Xiaocui Yang, et al.2026 · 1 citation
37. Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context CompressionAnnual Meeting of the Association for Computational Linguistics (ACL)Miao Lu, Weiwei Sun, Weihua Du, et al.2026
38. Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under ConflictsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaowei Yuan, Ziyang Huang, Zhao Yang, et al.2026
39. Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task PlanningAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyi Men, Zhuoran Jin, Pengfei Cao, et al.2026
40. GATE: Graph-based Adaptive Tool Evolution Across Diverse TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Jianwen Luo, Yiming Huang, Jinxiang Meng, et al.2026
41. Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiheng Zhang, Yuanzhe Zhang, Bohan Yu, et al.2026
42. R\textthreesuperiorA: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content PlatformsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaowei Yuan, Lei Jin, Haoxin Zhang, et al.2026
43. Reinforcing Agentic Search Via Reward Density OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Kun Luo, Hongjin Qian, Zheng Liu, et al.2026
44. Shuttle Between Symbolic Instructions and Neural Parameters of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Wangtao Sun, Haotian Xu, Huanxuan Liao, et al.2026
45. Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language ModelsFindings of the Association for Computational LinguisticsChenxi Zhou, Pengfei Cao, Jiang Li, et al.2026
46. Unsupervised Text Style Transfer with Deep Generative Models ↗arXiv:2308.16584 · no summary yetZhongtao Jiang; Yuanzhe Zhang; Yiming Ju;, Kang Liu2023
47. Sentence Simplification Using Paraphrase Corpus for Initialization ↗arXiv:2305.19754 · no summary yetKang Liu, Jipeng Qiang2023

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