🧑‍🔬 Jie Zhou — all works

46 works · ← Jie Zhou

1. End-to-end learning of semantic role labeling using recurrent neural networksAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Zhou, Wei Xu2015 · 466 citations
2. 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
3. Is ChatGPT a Good NLG Evaluator? A Preliminary StudyarXiv:2303.04048Jiaan Wang, Yunlong Liang, Fandong Meng, et al.2023 · 287 citations
4. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferInternational Joint Conference on Artificial IntelligenceFuli Luo, Peng Li, Jie Zhou, et al.2019 · 266 citations
5. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Jie Zhou, Ying Cao, Xuguang Wang, et al.2016 · 265 citations
6. 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
7. 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
8. Improving Multi-turn Dialogue Modelling with Utterance ReWriter ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHui Su et al.2019 · 157 citations
9. 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
10. Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Lean Wang, Lei Li, Damai Dai, et al.2023 · 153 citations
11. 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
12. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yujia Qin, Yankai Lin, Ryuichi Takanobu, et al.2021 · 139 citations
13. Transformer-Patcher: One Mistake worth One NeuronarXiv:2301.09785Zeyu Huang, Yikang Shen, Xiaofeng Zhang, et al.2023 · 123 citations
14. MoEfication: Transformer Feed-forward Layers are Mixtures of ExpertsFindings of the Association for Computational LinguisticsZhengyan Zhang, Yankai Lin, Zhiyuan Liu, et al.2022 · 115 citations
15. RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wenkai Yang, Yankai Lin, Peng Li, et al.2021 · 112 citations
16. Rethinking Stealthiness of Backdoor Attack against NLP Models ↗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 yetWenkai Yang et al.2021 · 108 citations
17. CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding ↗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 yetYijin Liu et al.2019 · 108 citations
18. SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetJie Zhou et al.2020 · 99 citations
19. 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
20. A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis ↗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 yetYunlong Liang et al.2019 · 65 citations
21. Towards Fine-grained Text Sentiment Transfer ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetFuli Luo et al.2019 · 51 citations
22. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models ↗arXiv:2502.01142 · no summary yetXinyan Guan et al.2025 · 40 citations
23. Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yingxue Zhang, Fandong Meng, Peng Li, et al.2021 · 27 citations
24. ConCISE: Confidence-guided Compression in Step-by-step Efficient ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Ziqing Qiao, Yongheng Deng, Jiali Zeng, et al.2025 · 19 citations
25. Multilingual Knowledge Editing with Language-Agnostic Factual NeuronsInternational Conference on Computational Linguistics (COLING)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2025 · 17 citations
26. 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
27. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2025 · 13 citations
28. CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal ModelsACM International Conference on Multimedia (ACM MM)Wentao Liu, Qianjun Pan, Yi Zhang, et al.2024 · 13 citations
29. MiniPLM: Knowledge Distillation for Pre-Training Language ModelsarXiv:2410.17215Yuxian Gu, Hao Zhou, Fandong Meng, et al.2024 · 12 citations
30. DeepTrans: Deep Reasoning Translation via Reinforcement LearningTransactions of the Association for Computational Linguistics (TACL)Jiaan Wang, Fandong Meng, Jie Zhou2026 · 11 citations
31. Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2026 · 11 citations
32. A Survey of Inductive Reasoning for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Kedi Chen, Dezhao Ruan, Yuhao Dan, et al.2026 · 10 citations
33. Investigating Forgetting in Pre-Trained Representations Through Continual LearningarXiv:2305.05968Yun Luo, Zhen Yang, Xuefeng Bai, et al.2023 · 10 citations
34. Cross-layer Attention Sharing for Pre-trained Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Yongyu Mu, Yuzhang Wu, Yuchun Fan, et al.2026 · 2 citations
35. LLM-KT: Enhancing Large Language Models with Knowledge Tracing via Multi-Level Plug-and-Play AlignmentFindings of the Association for Computational LinguisticsZiwei Wang, Jie Zhou, Qin Chen, et al.2026 · 1 citation
36. PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological CounselorFindings of the Association for Computational LinguisticsQianjun Pan, Junyi Wang, Jie Zhou, et al.2026 · 1 citation
37. TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Shiqiang Tian, Cheng Ding, Qin Chen, et al.2026 · 1 citation
38. UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Qundong Shi, Jie Zhou, Biyuan Lin, et al.2026 · 1 citation
39. FeedTrans: Enhance Machine Translation via FeedbackTransactions of the Association for Computational Linguistics (TACL)Zengkui Sun, Jiali Zeng, Jiaan Wang, et al.2026
40. More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech DetectionFindings of the Association for Computational LinguisticsRunze Sun, Yu Zheng, Zexuan Xiong, et al.2026
41. ReFreeKV: Towards Threshold-Free KV Cache CompressionFindings of the Association for Computational LinguisticsXuanfan Ni, Liyan Xu, Chenyang Lyu, et al.2026
42. Situated Embedding Models for Context-Aware Dense Retrieval ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetJunjie Wu et al.2026
43. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhiyu Xu et al.2026
44. ArrowGEV: Grounding Events in Video via Learning the Arrow of Time ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetFangxu Yu et al.2026
45. Joint Optimization of Training Data and Policy in RLHF ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetZhuohao Yu et al.2026
46. FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetBihao Zhan et al.2026

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