🧑‍🔬 Xuanjing Huang — all works

64 works · ← Xuanjing Huang

1. Pre-trained Models for Natural Language Processing: A SurveyarXiv:2003.08271 · SCIENCE CHINA Technological Sciences,2020, 63, 1872-1897Xipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,759 citations
2. Adversarial Multi-task Learning for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Pengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 729 citations
3. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersarXiv:2002.01808Ruize Wang, Duyu Tang, Nan Duan, et al.2020 · 666 citations
4. Extractive Summarization as Text MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 570 citations
5. FLAT: Chinese NER Using Flat-Lattice TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 505 citations
6. Phrase Dependency Parsing for Opinion MiningConference on Empirical Methods in Natural Language Processing (EMNLP)Yuanbin Wu, Qi Zhang, Xuanjing Huang, et al.2009 · 423 citations
7. How to Fine-Tune BERT for Text Classification?arXiv:1905.05583Chi Sun, Xipeng Qiu, Yige Xu, et al.2019 · 407 citations
8. Heterogeneous Graph Neural Networks for Extractive Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Danqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 370 citations
9. GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP)Luyao Huang, Chi Sun, Xipeng Qiu, et al.2019 · 366 citations
10. Long Short-Term Memory Neural Networks for Chinese Word SegmentationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinchi Chen, Xipeng Qiu, Chenxi Zhu, et al.2015 · 336 citations
11. Simplify the Usage of Lexicon in Chinese NER ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetRuotian Ma et al.2020 · 326 citations
12. Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Ning Dai, Jianze Liang, Xipeng Qiu, et al.2019 · 301 citations
13. CNN-Based Chinese NER with Lexicon Rethinking ↗International Joint Conference on Artificial Intelligence · no summary yetTao Gui et al.2019 · 297 citations
14. A Lexicon-Based Graph Neural Network for Chinese NER ↗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 yetTao Gui et al.2019 · 286 citations
15. Task-oriented Dialogue System for Automatic DiagnosisAnnual Meeting of the Association for Computational Linguistics (ACL)Zhongyu Wei, Qianlong Liu, Baolin Peng, et al.2018 · 254 citations
16. CoLAKE: Contextualized Language and Knowledge EmbeddingInternational Conference on Computational Linguistics (COLING)Tianxiang Sun, Yunfan Shao, Xipeng Qiu, et al.2020 · 239 citations
17. Searching for Effective Neural Extractive Summarization: What Works and What's NextAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Danqing Wang, et al.2019 · 225 citations
18. Adversarial Multi-Criteria Learning for Chinese Word Segmentation ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXinchi Chen et al.2017 · 223 citations
19. Do Large Language Models Know What They Don't Know? ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetZhangyue Yin et al.2023 · 222 citations
20. Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetJiacheng Xu et al.2016 · 206 citations
21. Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetPengfei Liu et al.2015 · 197 citations
22. Template-free Prompt Tuning for Few-shot NERConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ruotian Ma, Xin Zhou, Tao Gui, et al.2022 · 182 citations
23. Generating Responses with a Specific Emotion in Dialog ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetZhenqiao Song et al.2019 · 180 citations
24. Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetMinlong Peng et al.2019 · 162 citations
25. SpanNER: Named Entity Re-/Recognition as Span Prediction ↗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 yetJinlan Fu, Xuanjing Huang, Pengfei Liu2021 · 161 citations
26. Orthogonal Subspace Learning for Language Model Continual Learning ↗arXiv:2310.14152 · no summary yetXiao Wang et al.2023 · 145 citations
27. DiffusionBERT: Improving Generative Masked Language Models with Diffusion ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengfu He, Tianxiang Sun, Qiong Tang, et al.2023 · 136 citations
28. DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal ServicesarXiv:2309.11325Shengbin Yue, Wei Chen, Siyuan Wang, et al.2023 · 121 citations
29. Part-of-Speech Tagging for Twitter with Adversarial Neural Networks ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetTao Gui et al.2017 · 117 citations
30. Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Jifan Chen, Qi Zhang, Pengfei Liu, et al.2016 · 115 citations
31. Trainable Undersampling for Class-Imbalance Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMinlong Peng et al.2019 · 112 citations
32. CodeIE: Large Code Generation Models are Better Few-Shot Information ExtractorsAnnual Meeting of the Association for Computational Linguistics (ACL)Peng Li, Tianxiang Sun, Qiong Tang, et al.2023 · 109 citations
33. Cross-Domain Sentiment Classification with Target Domain Specific Information ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMinlong Peng et al.2018 · 109 citations
34. Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ↗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 yetYi Zhou et al.2021 · 105 citations
35. Certified Robustness to Text Adversarial Attacks by Randomized [MASK]Computational LinguisticsJiehang Zeng, Jianhan Xu, Xiaoqing Zheng, et al.2023 · 101 citations
36. A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetQinzhuo Wu et al.2020 · 93 citations
37. Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYucheng Wang et al.2018 · 88 citations
38. LLaMA Beyond English: An Empirical Study on Language Capability TransferarXiv:2401.01055Jun Zhao, Zhihao Zhang, Luhui Gao, et al.2024 · 78 citations
39. Deep Fusion LSTMs for Text Semantic Matching ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetPengfei Liu et al.2016 · 77 citations
40. Storytelling from an Image Stream Using Scene Graphs ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRuize Wang et al.2020 · 70 citations
41. Mask Attention Networks: Rethinking and Strengthen Transformer ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZhihao Fan et al.2021 · 69 citations
42. Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse AutoencodersarXiv:2410.20526Zhengfu He, Wentao Shu, Xuyang Ge, et al.2024 · 63 citations
43. Deep Multi-Task Learning with Shared Memory for Text Classification ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetPengfei Liu, Xipeng Qiu, Xuanjing Huang2016 · 59 citations
44. Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial ExamplesXiaoqing Zheng, Jiehang Zeng, Yi Zhou, et al.English · 54 citations
45. A Graph-based Model for Joint Chinese Word Segmentation and Dependency ParsingTransactions of the Association for Computational Linguistics (TACL)Hang Yan, Xipeng Qiu, Xuanjing Huang2020 · 53 citations
46. Unveiling Linguistic Regions in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhihao Zhang, Jun Zhao, Qi Zhang, et al.2024 · 39 citations
47. Aligning Large Language Models with Human Preferences through Representation EngineeringAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhao Liu, Xiaohua Wang, Muling Wu, et al.2024 · 37 citations
48. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning ↗arXiv:2402.05808 · no summary yetZhiheng Xi et al.2024 · 36 citations
49. ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world ScenariosInternational Conference on Computational Linguistics (COLING)Junjie Ye, Guanyu Li, SongYang Gao, et al.2025 · 35 citations
50. AgentGym: Evolving Large Language Model-based Agents across Diverse Environments ↗arXiv:2406.04151 · no summary yetZhiheng Xi et al.2024 · 33 citations
51. Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective ↗arXiv:2412.14135 · no summary yetZhiyuan Zeng et al.2024 · 33 citations
52. VLSBench: Unveiling Visual Leakage in Multimodal SafetyAnnual Meeting of the Association for Computational Linguistics (ACL)Xuhao Hu, Dongrui Liu, Hao Li, et al.2025 · 32 citations
53. StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShihan Dou et al.2024 · 32 citations
54. Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM EvaluationInternational Conference on Computational Linguistics (COLING)Siyuan Wang, Zhuohan Long, Zhihao Fan, et al.2025 · 30 citations
55. Align Voting Behavior with Public Statements for Legislator Representation Learning ↗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 yetXinyi Mou et al.2021 · 25 citations
56. Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetShengbin Yue et al.2025 · 18 citations
57. Revisiting Jailbreaking for Large Language Models: A Representation Engineering PerspectiveInternational Conference on Computational Linguistics (COLING)Tianlong Li, Zhenghua Wang, Wenhao Liu, et al.2025 · 17 citations
58. Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable MetricAnnual Meeting of the Association for Computational Linguistics (ACL)Yuming Yang, Yang Nan, Junjie Ye, et al.2025 · 11 citations
59. Detecting Hedge Cues and their Scopes with Average PerceptronConference on Computational Natural Language Learning (CoNLL)Feng Ji, Xipeng Qiu, Xuanjing Huang2010 · 7 citations
60. Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build EnvironmentsFindings of the Association for Computational LinguisticsJunjie Ye, Changhao Jiang, Zhengyin Du, et al.2026 · 6 citations
61. VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information BottleneckAnnual Meeting of the Association for Computational Linguistics (ACL)Feiran Zhang, Yixin Wu, Zhenghua Wang, et al.2026 · 3 citations
62. ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning ModelsFindings of the Association for Computational LinguisticsZhangyue Yin, Qiushi Sun, Zhiyuan Zeng, et al.2026 · 1 citation
63. Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise PerturbationFindings of the Association for Computational LinguisticsZhenghua Wang, Yixin Wu, Feiran Zhang, et al.2026
64. Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding ScalingFindings of the Association for Computational LinguisticsZhenghua Wang, Yiran Ding, Changze Lv, et al.2026

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