---
title: "Kang Liu — all works — Elamur Research"
description: "All 47 works of Kang Liu in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/kang-liu/works/"
---
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# Kang Liu — all works

47 works · [← Kang Liu](https://md.research.elamur.ai/free/en/authors/kang-liu/)

1. **[Recurrent Convolutional Neural Networks for Text Classification ↗](https://doi.org/10.1609/aaai.v29i1.9513) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Siwei Lai et al.*2015 · 2,474 citations*
2. **[Knowledge Graph Embedding via Dynamic Mapping Matrix](https://md.research.elamur.ai/free/en/papers/ji-2015-knowledge-graph-embedding-dynamic-mapping/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Guoliang Ji, Shizhu He, Liheng Xu, et al.*2015 · 1,944 citations*
3. **[Relation Classification via Convolutional Deep Neural Network](https://md.research.elamur.ai/free/en/papers/zeng-2014-relation-classification-convolutional-deep-neural/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Daojian Zeng, Kang Liu, Siwei Lai, et al.*2014 · 1,673 citations*
4. **[Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks ↗](https://aclanthology.org/D15-1203/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Daojian Zeng et al.*2015 · 1,351 citations*
5. **[Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/chen-2015-event-extraction-dynamic-multi-pooling/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Mechanism](https://md.research.elamur.ai/free/en/papers/zeng-2018-extracting-relational-facts-end-end/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiangrong Zeng, Daojian Zeng, Shizhu He, et al.*2018 · 612 citations*
7. **[Knowledge Graph Completion with Adaptive Sparse Transfer Matrix ↗](https://doi.org/10.1609/aaai.v30i1.10089) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Guoliang Ji et al.*2016 · 460 citations*
8. **[Event Extraction as Machine Reading Comprehension](https://md.research.elamur.ai/free/en/papers/liu-2020-event-extraction-as-machine-reading/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/P17-1021/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yanchao Hao et al.*2017 · 418 citations*
10. **[Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms](https://md.research.elamur.ai/free/en/papers/liu-2017-exploiting-argument-information-improve-event/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shulin Liu, Yubo Chen, Kang Liu, et al.*2017 · 309 citations*
11. **[Large Language Models are Better Reasoners with Self-Verification](https://md.research.elamur.ai/free/en/papers/weng-2023-large-language-models-are-better/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yixuan 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 ↗](https://aclanthology.org/P18-4009/) Proceedings of ACL 2018, System Demonstrations · no summary yet**Hang Yang et al.*2018 · 237 citations*
13. **[Automatically Labeled Data Generation for Large Scale Event Extraction](https://md.research.elamur.ai/free/en/papers/chen-2017-automatically-labeled-data-generation-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yubo Chen, Shulin Liu, Xiang Zhang, et al.*2017 · 228 citations*
14. **[Inner Attention based Recurrent Neural Networks for Answer Selection ↗](https://aclanthology.org/P16-1122/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Bingning Wang, Kang Liu, Jun Zhao*2016 · 228 citations*
15. **[Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism ↗](https://aclanthology.org/D18-1017/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Pengfei Cao et al.*2018 · 226 citations*
16. **[Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network ↗](https://aclanthology.org/D19-1396/) 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 yet**Dianbo Sui et al.*2019 · 174 citations*
17. **[Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning ↗](https://aclanthology.org/D19-1035/) 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 yet**Xiangrong Zeng et al.*2019 · 169 citations*
18. **[Leveraging FrameNet to Improve Automatic Event Detection](https://md.research.elamur.ai/free/en/papers/liu-2016-leveraging-framenet-improve-automatic-event/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/D18-1158/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yubo Chen et al.*2018 · 144 citations*
20. **[HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ↗](https://aclanthology.org/2020.acl-main.282/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Pengfei Cao et al.*2020 · 139 citations*
21. **[Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning ↗](https://aclanthology.org/P17-1019/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shizhu He et al.*2017 · 138 citations*
22. **[Document-level Event Extraction via Parallel Prediction Networks ↗](https://aclanthology.org/2021.acl-long.492/) 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 yet**Hang Yang et al.*2021 · 112 citations*
23. **[KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision ↗](https://aclanthology.org/2020.coling-main.135/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Xinyu Zuo et al.*2020 · 100 citations*
24. **[Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ↗](https://aclanthology.org/2021.acl-long.376/) 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 yet**Pengfei Cao et al.*2021 · 98 citations*
25. **[Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection ↗](https://doi.org/10.1609/aaai.v33i01.33016754) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jian Liu, Yubo Chen, Kang Liu*2019 · 90 citations*
26. **[LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ↗](https://aclanthology.org/2021.acl-long.276/) 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 yet**Xinyu Zuo et al.*2021 · 89 citations*
27. **[Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement ↗](https://aclanthology.org/2021.findings-acl.190/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Xinyu Zuo et al.*2021 · 88 citations*
28. **[A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification ↗](https://doi.org/10.1609/aaai.v30i1.10375) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Shulin Liu et al.*2016 · 84 citations*
29. **[Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models](https://md.research.elamur.ai/free/en/papers/jin-2024-tug-war-between-knowledge-exploring/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Zhuoran Jin, Pengfei Cao, Yubo Chen, et al.*2024 · 70 citations*
30. **[Connecting Embeddings for Knowledge Graph Entity Typing ↗](https://aclanthology.org/2020.acl-main.572/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yu Zhao et al.*2020 · 67 citations*
31. **[ParaLS: Lexical Substitution via Pretrained Paraphraser ↗](https://aclanthology.org/2023.acl-long.206/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jipeng Qiang et al.*2023 · 17 citations*
32. **[SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models](https://md.research.elamur.ai/free/en/papers/liao-2025-skintern-internalizing-symbolic-knowledge-distilling/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Huanxuan Liao, Shizhu He, Yupu Hao, et al.*2025 · 12 citations*
33. **[Multilingual Lexical Simplification via Paraphrase Generation ↗](https://arxiv.org/abs/2307.15286) arXiv:2307.15286 · ECAI 2023 · no summary yet**Kang Liu et al.*2023 · 6 citations*
34. **[If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs](https://md.research.elamur.ai/free/en/papers/fan-2026-if-llm-were-character-would/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Quantization](https://md.research.elamur.ai/free/en/papers/zhou-2026-signal-degradation-computation-collapse-uncovering/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chenxi Zhou, Pengfei Cao, Jiang Li, et al.*2026 · 1 citation*
36. **[NEAT: Neuron-Based Early Exit for Large Reasoning Models](https://md.research.elamur.ai/free/en/papers/liu-2026-neat-neuron-based-early-exit/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Kang Liu, YongKang Liu, Xiaocui Yang, et al.*2026 · 1 citation*
37. **[Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression](https://md.research.elamur.ai/free/en/papers/lu-2026-beyond-context-window-scaling-agentic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Miao Lu, Weiwei Sun, Weihua Du, et al.*2026*
38. **[Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts](https://md.research.elamur.ai/free/en/papers/yuan-2026-efficient-prior-guided-reasoning-robust/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaowei Yuan, Ziyang Huang, Zhao Yang, et al.*2026*
39. **[Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning](https://md.research.elamur.ai/free/en/papers/men-2026-empowering-gui-agents-autonomous-experience/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tianyi Men, Zhuoran Jin, Pengfei Cao, et al.*2026*
40. **[GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks](https://md.research.elamur.ai/free/en/papers/luo-2026-gate-graph-based-adaptive-tool/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jianwen Luo, Yiming Huang, Jinxiang Meng, et al.*2026*
41. **[Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2026-hetero-designer-automated-design-multi/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhiheng Zhang, Yuanzhe Zhang, Bohan Yu, et al.*2026*
42. **[R\textthreesuperiorA: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms](https://md.research.elamur.ai/free/en/papers/yuan-2026-r-textthreesuperiora-reinforced-reasoning-relevance/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaowei Yuan, Lei Jin, Haoxin Zhang, et al.*2026*
43. **[Reinforcing Agentic Search Via Reward Density Optimization](https://md.research.elamur.ai/free/en/papers/luo-2026-reinforcing-agentic-search-reward-density/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kun Luo, Hongjin Qian, Zheng Liu, et al.*2026*
44. **[Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models](https://md.research.elamur.ai/free/en/papers/sun-2026-shuttle-between-symbolic-instructions-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wangtao Sun, Haotian Xu, Huanxuan Liao, et al.*2026*
45. **[Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2026-task-stratified-knowledge-scaling-laws/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chenxi Zhou, Pengfei Cao, Jiang Li, et al.*2026*
46. **[Unsupervised Text Style Transfer with Deep Generative Models ↗](https://arxiv.org/abs/2308.16584) arXiv:2308.16584 · no summary yet**Zhongtao Jiang; Yuanzhe Zhang; Yiming Ju;, Kang Liu*2023*
47. **[Sentence Simplification Using Paraphrase Corpus for Initialization ↗](https://arxiv.org/abs/2305.19754) arXiv:2305.19754 · no summary yet**Kang Liu, Jipeng Qiang*2023*