🧑‍🔬 Xipeng Qiu — all works

72 works · ← Xipeng Qiu

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. BERT-ATTACK: Adversarial Attack Against BERT Using BERTConference on Empirical Methods in Natural Language Processing (EMNLP)Linyang Li, Ruotian Ma, Qipeng Guo, et al.2020 · 843 citations
3. Adversarial Multi-task Learning for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Pengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 729 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. How to Fine-Tune BERT for Text Classification?arXiv:1905.05583Chi Sun, Xipeng Qiu, Yige Xu, et al.2019 · 407 citations
7. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ming Zhong, Da Yin, Tao Yu, et al.2021 · 404 citations
8. A Unified Generative Framework for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Hang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
9. A Unified Generative Framework for Various NER SubtasksAnnual Meeting of the Association for Computational Linguistics (ACL)Hang Yan, Tao Gui, Junqi Dai, et al.2021 · 394 citations
10. 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
11. 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
12. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chi Sun, Luyao Huang, Xipeng Qiu2019 · 359 citations
13. SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational AbilitiesFindings of the Association for Computational LinguisticsDong Zhang, Shimin Li, Xin Zhang, et al.2023 · 347 citations
14. 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
15. Character-LLM: A Trainable Agent for Role-PlayingConference on Empirical Methods in Natural Language Processing (EMNLP)Yunfan Shao, Linyang Li, Junqi Dai, et al.2023 · 303 citations
16. 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
17. Reinforced Mnemonic Reader for Machine Reading Comprehension ↗arXiv:1705.02798 · no summary yetMinghao Hu et al.2017 · 273 citations
18. CoLAKE: Contextualized Language and Knowledge EmbeddingInternational Conference on Computational Linguistics (COLING)Tianxiang Sun, Yunfan Shao, Xipeng Qiu, et al.2020 · 239 citations
19. 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
20. 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
21. 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
22. Star-Transformer ↗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 yetQipeng Guo et al.2019 · 206 citations
23. 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
24. 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
25. Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJunqi Dai et al.2021 · 196 citations
26. CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation ↗arXiv:2109.05729 · no summary yetYunfan Shao et al.2021 · 180 citations
27. Pre-training Multilingual Neural Machine Translation by Leveraging Alignment InformationConference on Empirical Methods in Natural Language Processing (EMNLP)Zehui Lin, Xiao Pan, Mingxuan Wang, et al.2020 · 178 citations
28. L-Eval: Instituting Standardized Evaluation for Long Context Language ModelsarXiv:2307.11088Chenxin An, Shansan Gong, Ming Zhong, et al.2023 · 161 citations
29. Unified Demonstration Retriever for In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaonan Li, Kai Lv, Hang Yan, et al.2023 · 146 citations
30. Full Parameter Fine-tuning for Large Language Models with Limited ResourcesAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Lv, Yuqing Yang, Tengxiao Liu, et al.2024 · 143 citations
31. Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetLinyang Li et al.2021 · 141 citations
32. 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
33. 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
34. 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
35. Evaluating the Performance of Large Language Models on GAOKAO BenchmarkarXiv:2305.12474Xiaotian Zhang, Chunyang Li, Yi Zong, et al.2023 · 109 citations
36. Improving Image Captioning with Better Use of Caption ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetZhan Shi et al.2020 · 97 citations
37. InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning ↗arXiv:2402.06332 · no summary yetHuaiyuan Ying et al.2024 · 90 citations
38. Alignment for Honesty ↗arXiv:2312.07000 · no summary yetYuqing Yang et al.2023 · 90 citations
39. KNN-Contrastive Learning for Out-of-Domain Intent Classification ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYunhua Zhou, Peiju Liu, Xipeng Qiu2022 · 85 citations
40. Finding Support Examples for In-Context LearningFindings of the Association for Computational LinguisticsXiaonan Li, Xipeng Qiu2023 · 78 citations
41. An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetHang Yan et al.2023 · 77 citations
42. 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
43. Secrets of RLHF in Large Language Models Part II: Reward Modeling ↗arXiv:2401.06080 · no summary yetBinghai Wang et al.2024 · 72 citations
44. Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders ↗arXiv:2410.20526 · no summary yetZhengfu He et al.2024 · 63 citations
45. CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training ↗Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) · no summary yetQipeng Guo et al.2020 · 61 citations
46. 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
47. GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetZhijing Jin et al.2020 · 58 citations
48. Scaling Laws of RoPE-based ExtrapolationarXiv:2310.05209Xiaoran Liu, Hang Yan, Shuo Zhang, et al.2023 · 54 citations
49. SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language ModelsarXiv:2308.16692Xin Zhang, Dong Zhang, Shimin Li, et al.2023 · 53 citations
50. 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
51. Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration ↗arXiv:2310.00280 · no summary yetQiushi Sun et al.2023 · 41 citations
52. Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?Annual Meeting of the Association for Computational Linguistics (ACL)Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin, et al.2025 · 38 citations
53. AgentGym: Evolving Large Language Model-based Agents across Diverse Environments ↗arXiv:2406.04151 · no summary yetZhiheng Xi et al.2024 · 33 citations
54. 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
55. ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Changtai Zhu, Siyin Wang, Ruijun Feng, et al.2025 · 13 citations
56. VisuoThink: Empowering LVLM Reasoning with Multimodal Tree SearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yikun Wang, Siyin Wang, Qinyuan Cheng, et al.2025 · 13 citations
57. REARANK: Reasoning Re-ranking Agent via Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Le Zhang, Bo Wang, Xipeng Qiu, et al.2025 · 12 citations
58. Dual Cache for Long Document Neural Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Qipeng Guo, Xiangkun Hu, Yue Zhang, et al.2023 · 12 citations
59. GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models EvaluationarXiv:2402.15745Yi Zong, Xipeng Qiu2024 · 11 citations
60. Unearthing Large Scale Domain-Specific Knowledge from Public CorporaarXiv:2401.14624Zhaoye Fei, Yunfan Shao, Linyang Li, et al.2024 · 10 citations
61. HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Haowei Zhang, Shudong Yang, Jinlan Fu, et al.2026 · 9 citations
62. FastMCTS: A Simple Sampling Strategy for Data SynthesisAnnual Meeting of the Association for Computational Linguistics (ACL)Peiji Li, Kai Lv, Yunfan Shao, et al.2025 · 8 citations
63. Case2Code: Scalable Synthetic Data for Code GenerationInternational Conference on Computational Linguistics (COLING)Yunfan Shao, Linyang Li, Yichuan Ma, et al.2025 · 7 citations
64. Detecting Hedge Cues and their Scopes with Average PerceptronConference on Computational Natural Language Learning (CoNLL)Feng Ji, Xipeng Qiu, Xuanjing Huang2010 · 7 citations
65. XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech CodecsAnnual Meeting of the Association for Computational Linguistics (ACL)Yitian Gong, Luozhijie Jin, Kuangwei Chen, et al.2026 · 4 citations
66. Mitigating Negative Style Transfer in Hybrid Dialogue System ↗arXiv:2212.07183 · no summary yetShimin Li et al.2022 · 3 citations
67. 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
68. How to Set the Learning Rate for Large-Scale Pre-training?Findings of the Association for Computational LinguisticsYunhua Zhou, Shuhao Xing, Junhao Huang, et al.2026 · 1 citation
69. Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyuan Wang, Luozhijie Jin, Bo Wang, et al.2026
70. ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetJie Yang et al.2026
71. WESR: A Benchmark and Strong Baseline for Word-level Event-Speech Recognition ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetChenchen Yang et al.2026
72. VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDingwei Zhu et al.2026

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