🧑‍🔬 Deyi Xiong — all works

45 works · ← Deyi Xiong

1. Maximum Entropy Based Phrase Reordering Model for Statistical Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Deyi Xiong, Qun Liu, Shouxun Lin2006 · 360 citations
2. Variational Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Biao Zhang, Deyi Xiong, Jinsong Su, et al.2016 · 283 citations
3. Evaluating Large Language Models: A Comprehensive SurveyarXiv:2310.19736Zishan Guo, Renren Jin, Chuang Liu, et al.2023 · 182 citations
4. Modeling Source Syntax for Neural Machine Translation ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJunhui Li et al.2017 · 182 citations
5. Shallow Convolutional Neural Network for Implicit Discourse Relation RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Biao Zhang, Jinsong Su, Deyi Xiong, et al.2015 · 161 citations
6. Accelerating Neural Transformer via an Average Attention Network ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBiao Zhang, Deyi Xiong, Jinsong Su2018 · 154 citations
7. Large Language Model Alignment: A SurveyarXiv:2309.15025Tianhao Shen, Renren Jin, Yufei Huang, et al.2023 · 124 citations
8. Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation ↗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 yetXin Tan et al.2019 · 90 citations
9. GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP)Jun Quan, Deyi Xiong, Bonnie Webber, et al.2019 · 87 citations
10. A Comprehensive Evaluation of Quantization Strategies for Large Language Models ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetRenren Jin et al.2024 · 81 citations
11. Encoding Gated Translation Memory into Neural Machine Translation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetQian Cao, Deyi Xiong2018 · 77 citations
12. Translating Phrases in Neural Machine Translation ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetXing Wang et al.2017 · 70 citations
13. Error Detection for Statistical Machine Translation Using Linguistic Features ↗Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics · no summary yetDeyi Xiong, Min Zhang, Haizhou Li2010 · 68 citations
14. A Topic Similarity Model for Hierarchical Phrase-based Translation ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXinyan Xiao et al.2012 · 52 citations
15. Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetYufang Huang et al.2020 · 45 citations
16. The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetJie He et al.2020 · 38 citations
17. A Syntax-Driven Bracketing Model for Phrase-Based Translation ↗Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP · no summary yetDeyi Xiong et al.2009 · 36 citations
18. PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shaolin Zhu, Shangjie Li, Yikun Lei, et al.2023 · 32 citations
19. Variational Neural Discourse Relation RecognizerConference on Empirical Methods in Natural Language Processing (EMNLP)Biao Zhang, Deyi Xiong, Jinsong Su, et al.2016 · 30 citations
20. TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED TalksConference on Empirical Methods in Natural Language Processing (EMNLP)Wanqiu Long, Bonnie Webber, Deyi Xiong2020 · 21 citations
21. A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetMingtong Liu et al.2020 · 19 citations
22. Do Large Language Models Mirror Cognitive Language Processing?International Conference on Computational Linguistics (COLING)Yuqi Ren, Renren Jin, Tongxuan Zhang, et al.2025 · 11 citations
23. Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetErguang Yang et al.2021 · 11 citations
24. Neural Machine Translation with Decoding History Enhanced Attention ↗Proceedings of the 27th International Conference on Computational Linguistics · no summary yetMingxuan Wang et al.2018 · 11 citations
25. Automated Progressive Red TeamingInternational Conference on Computational Linguistics (COLING)Bojian Jiang, Yi Jing, Tong Wu, et al.2025 · 10 citations
26. Evaluating and Improving Graph to Text Generation with Large Language Models ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetJie He et al.2025 · 10 citations
27. A Test Suite for Evaluating Discourse Phenomena in Document-level Neural Machine Translation ↗Proceedings of the Second International Workshop of Discourse Processing · no summary yetXinyi Cai, Deyi Xiong2020 · 10 citations
28. Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation ↗Proceedings of COLING 2012 · no summary yetXinyan Xiao et al.2012 · 10 citations
29. Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific NeuronsInternational Conference on Computational Linguistics (COLING)Yongqi Leng, Deyi Xiong2025 · 9 citations
30. Learning Structural Information for Syntax-Controlled Paraphrase Generation ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetErguang Yang et al.2022 · 9 citations
31. Max-Margin Synchronous Grammar Induction for Machine Translation ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetXinyan Xiao, Deyi Xiong2013 · 7 citations
32. Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetXing Wang, Deyi Xiong, Min Zhang2015 · 4 citations
33. Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets ↗Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetShuaibo Wang et al.2022 · 2 citations
34. Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-SortsAnnual Meeting of the Association for Computational Linguistics (ACL)Jingting Zheng, Yuqi Ren, Linhao Yu, et al.2026 · 1 citation
35. Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiang Zhou, Xiaohu Zhao, Xinwei Wu, et al.2026 · 1 citation
36. AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric InternalizationAnnual Meeting of the Association for Computational Linguistics (ACL)Hong Ren, Liting Deng, Shaolin Zhu, et al.2026
37. APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and InterpretationAnnual Meeting of the Association for Computational Linguistics (ACL)Pengyun Zhu, Qiheng Sun, Long Wen, et al.2026
38. DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value MappingAnnual Meeting of the Association for Computational Linguistics (ACL)Pengyun Zhu, Yuqi Ren, Zhen Wang, et al.2026
39. EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific DiscoveryAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyu Xiong, Yuqi Ren, Deyi Xiong2026
40. ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language ModelsFindings of the Association for Computational LinguisticsZhen Wang, Yuqi Ren, Yuehan Cui, et al.2026
41. From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Ling Shi, Xinwei Wu, Xiaohu Zhao, et al.2026
42. MASS: Deep Research for Social Sciences with Memory-Augmented Social SimulationFindings of the Association for Computational LinguisticsYongrui Liu, Deyi Xiong2026
43. Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability PatchingFindings of the Association for Computational LinguisticsDan Shi, Renren Jin, Zhuowen Han, et al.2026
44. Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai ScriptAnnual Meeting of the Association for Computational Linguistics (ACL)Jingting Zheng, Deyi Xiong2026
45. Why Does Reinforcement Learning Generalize? A Feature-Level Mechanistic Study of Post-Training in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Shi, Zhuowen Han, Simon Ostermann, et al.2026

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