🧑‍🔬 Fandong Meng — all works

40 works · ← Fandong Meng

1. Bridging the Gap between Training and Inference for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Wen Zhang, Yang Feng, Fandong Meng, et al.2019 · 299 citations
2. Is ChatGPT a Good NLG Evaluator? A Preliminary StudyarXiv:2303.04048Jiaan Wang, Yunlong Liang, Fandong Meng, et al.2023 · 287 citations
3. Modeling Localness for Self-Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Baosong Yang, Zhaopeng Tu, Derek F. Wong, et al.2018 · 255 citations
4. Towards Robust Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Zhaopeng Tu, Fandong Meng, et al.2018 · 238 citations
5. A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYongjing Yin et al.2020 · 192 citations
6. 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
7. Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetZekang Li et al.2019 · 144 citations
8. GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetYijin Liu et al.2019 · 127 citations
9. Unsupervised Paraphrasing by Simulated Annealing ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetXianggen Liu et al.2020 · 122 citations
10. 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
11. Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXiuyi Chen et al.2020 · 103 citations
12. On Prompt-Driven Safeguarding for Large Language Models ↗arXiv:2401.18018 · no summary yetChujie Zheng et al.2024 · 85 citations
13. Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYunlong Liang et al.2021 · 82 citations
14. A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYong Shan et al.2020 · 76 citations
15. 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
16. Cross-Lingual Knowledge Editing in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaan Wang, Yunlong Liang, Zengkui Sun, et al.2024 · 45 citations
17. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models ↗arXiv:2502.01142 · no summary yetXinyan Guan et al.2025 · 40 citations
18. DRT: Deep Reasoning Translation via Long Chain-of-Thought ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetJiaan Wang et al.2025 · 28 citations
19. 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
20. Translation with Source Constituency and Dependency Trees ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetFandong Meng et al.2013 · 23 citations
21. Personality Understanding of Fictional Characters during Book Reading ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMo Yu et al.2023 · 21 citations
22. 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
23. Multilingual Knowledge Editing with Language-Agnostic Factual NeuronsInternational Conference on Computational Linguistics (COLING)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2025 · 17 citations
24. WeTS: A Benchmark for Translation Suggestion ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetZhen Yang et al.2022 · 17 citations
25. 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
26. MiniPLM: Knowledge Distillation for Pre-Training Language ModelsarXiv:2410.17215Yuxian Gu, Hao Zhou, Fandong Meng, et al.2024 · 12 citations
27. DeepTrans: Deep Reasoning Translation via Reinforcement LearningTransactions of the Association for Computational Linguistics (TACL)Jiaan Wang, Fandong Meng, Jie Zhou2026 · 11 citations
28. 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
29. Investigating Forgetting in Pre-Trained Representations Through Continual LearningarXiv:2305.05968Yun Luo, Zhen Yang, Xuefeng Bai, et al.2023 · 10 citations
30. Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetZhen Yang et al.2023 · 8 citations
31. Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetXianfeng Zeng et al.2024 · 5 citations
32. SlangDIT: Benchmarking LLMs in Interpretative Slang Translation ↗arXiv:2505.14181 · no summary yetYunlong Liang et al.2025 · 4 citations
33. 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
34. Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetJianhao Yan et al.2022 · 2 citations
35. FeedTrans: Enhance Machine Translation via FeedbackTransactions of the Association for Computational Linguistics (TACL)Zengkui Sun, Jiali Zeng, Jiaan Wang, et al.2026
36. ReFreeKV: Towards Threshold-Free KV Cache CompressionFindings of the Association for Computational LinguisticsXuanfan Ni, Liyan Xu, Chenyang Lyu, et al.2026
37. 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
38. 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
39. 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
40. Rethink about the Word-level Quality Estimation for Machine Translation from Human Judgement ↗arXiv:2209.05695 · no summary yetZhen Yang et al.2022

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