🧑‍🔬 Derek F. Wong — all works

41 works · ← Derek F. Wong

1. Learning Deep Transformer Models for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Qiang Wang, Bei Li, Tong Xiao, et al.2019 · 810 citations
2. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsComputational LinguisticsJunchao Wu, Shu Yang, Runzhe Zhan, et al.2025 · 277 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. Norm-Based Curriculum Learning for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Xuebo Liu, Houtim Lai, Derek F. Wong, et al.2020 · 158 citations
5. Convolutional Self-Attention Networks ↗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 yetBaosong Yang et al.2019 · 153 citations
6. Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation ↗arXiv:2304.01746 · no summary yetTao Fang et al.2023 · 145 citations
7. Uncertainty-Aware Curriculum Learning for Neural Machine Translation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYikai Zhou et al.2020 · 123 citations
8. UniTE: Unified Translation EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Wan, Dayiheng Liu, Baosong Yang, et al.2022 · 100 citations
9. Leveraging Local and Global Patterns for Self-Attention Networks ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetMingzhou Xu et al.2019 · 67 citations
10. LEPOR: A Robust Evaluation Metric for Machine Translation with Augmented Factors ↗Proceedings of COLING 2012: Posters · no summary yetAaron L. F. Han, Derek F. Wong, Lidia S. Chao2012 · 66 citations
11. Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Jianhui Pang, Fanghua Ye, Derek Fai Wong, et al.2025 · 65 citations
12. Language-independent Model for Machine Translation Evaluation with Reinforced Factors ↗Proceedings of Machine Translation Summit XIV: Posters · no summary yetAaron Li-Feng Han et al.2013 · 32 citations
13. Factored Statistical Machine Translation for Grammatical Error Correction ↗Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task · no summary yetYiming Wang et al.2014 · 27 citations
14. UM-Checker: A Hybrid System for English Grammatical Error Correction ↗Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task · no summary yetJunwen Xing et al.2013 · 26 citations
15. Improving Grammatical Error Correction with Multimodal Feature Integration ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetTao Fang et al.2023 · 25 citations
16. Quality Estimation for Machine Translation Using the Joint Method of Evaluation Criteria and Statistical Modeling ↗Proceedings of the Eighth Workshop on Statistical Machine Translation · no summary yetAaron Li-Feng Han et al.2013 · 22 citations
17. Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetTianxiang Hu et al.2024 · 18 citations
18. GuoFeng: A Benchmark for Zero Pronoun Recovery and TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Mingzhou Xu, Longyue Wang, Derek F. Wong, et al.2022 · 18 citations
19. Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScoreInternational Conference on Computational Linguistics (COLING)Junchao Wu, Runzhe Zhan, Derek F. Wong, et al.2025 · 17 citations
20. CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome RewardConference on Empirical Methods in Natural Language Processing (EMNLP)Shudong Liu, Hongwei Liu, Junnan Liu, et al.2025 · 16 citations
21. Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language ModelsarXiv:2503.24377Rui Wang, Hongru Wang, Boyang Xue, et al.2025 · 16 citations
22. A Description of Tunable Machine Translation Evaluation Systems in WMT13 Metrics Task ↗Proceedings of the Eighth Workshop on Statistical Machine Translation · no summary yetAaron Li-Feng Han et al.2013 · 15 citations
23. Machine Translation Based on Constraint-Based Synchronous Grammar ↗Second International Joint Conference on Natural Language Processing: Full Papers · no summary yetFai Wong et al.2005 · 14 citations
24. Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetYu Wan et al.2022 · 12 citations
25. Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXuebo Liu et al.2023 · 11 citations
26. Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language ModelInternational Conference on Computational Linguistics (COLING)Haoyun Xu, Runzhe Zhan, Yingpeng Ma, et al.2025 · 10 citations
27. Difficulty-Aware Machine Translation Evaluation ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetRunzhe Zhan et al.2021 · 9 citations
28. Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRunzhe Zhan et al.2023 · 8 citations
29. VisAidMath: Benchmarking Visual-Aided Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Jingkun Ma, Runzhe Zhan, Yang Li, et al.2026 · 5 citations
30. Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost ↗arXiv:2510.20780 · no summary yetRunzhe Zhan et al.2025 · 4 citations
31. Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetKeqin Bao et al.2022 · 4 citations
32. Can ChatGPT Really Understand Modern Chinese Poetry?Findings of the Association for Computational LinguisticsShanshan Wang, Derek F. Wong, Jingming Yao, et al.2026 · 3 citations
33. HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetShijie Zhang et al.2025 · 2 citations
34. G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Fengying Ye, Yanming Sun, Runzhe Zhan, et al.2026 · 1 citation
35. Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiayi Zhang, Shu Yang, Junchao Wu, et al.2026 · 1 citation
36. Influence of Part-of-Speech and Phrasal Category Universal Tag-set in Tree-to-Tree Translation Models ↗Proceedings of the Sixth International Joint Conference on Natural Language Processing · no summary yetFrancisco Oliveira et al.2013 · 1 citation
37. Handheld Machine Translation System Based on Constraint Synchronous Grammar ↗Proceedings of Machine Translation Summit XIII: Papers · no summary yetFai Wong et al.2011 · 1 citation
38. Poller: Are LLMs Suitable for Evaluating Poetry Understanding Task?Findings of the Association for Computational LinguisticsShanshan Wang, Derek F. Wong, Jingming Yao, et al.2026
39. DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJunchao Wu et al.2026
40. MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetZhiwen Xie et al.2026
41. Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFengying Ye et al.2026

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