---
title: "Derek F. Wong — all works — Elamur Research"
description: "All 41 works of Derek F. Wong in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/derek-f-wong/works/"
---
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# Derek F. Wong — all works

41 works · [← Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/)

1. **[Learning Deep Transformer Models for Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2019-learning-deep-transformer-models-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qiang Wang, Bei Li, Tong Xiao, et al.*2019 · 810 citations*
2. **[A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions](https://md.research.elamur.ai/free/en/papers/wu-2025-survey-llm-generated-text-detection/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Junchao Wu, Shu Yang, Runzhe Zhan, et al.*2025 · 277 citations*
3. **[Modeling Localness for Self-Attention Networks](https://md.research.elamur.ai/free/en/papers/yang-2018-modeling-localness-self-attention-networks/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Baosong Yang, Zhaopeng Tu, Derek F. Wong, et al.*2018 · 255 citations*
4. **[Norm-Based Curriculum Learning for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/liu-2020-norm-based-curriculum-learning-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xuebo Liu, Houtim Lai, Derek F. Wong, et al.*2020 · 158 citations*
5. **[Convolutional Self-Attention Networks ↗](https://aclanthology.org/N19-1407/) 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 yet**Baosong Yang et al.*2019 · 153 citations*
6. **[Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation ↗](https://arxiv.org/abs/2304.01746) arXiv:2304.01746 · no summary yet**Tao Fang et al.*2023 · 145 citations*
7. **[Uncertainty-Aware Curriculum Learning for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.620/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yikai Zhou et al.*2020 · 123 citations*
8. **[UniTE: Unified Translation Evaluation](https://md.research.elamur.ai/free/en/papers/wan-2022-unite-unified-translation-evaluation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yu Wan, Dayiheng Liu, Baosong Yang, et al.*2022 · 100 citations*
9. **[Leveraging Local and Global Patterns for Self-Attention Networks ↗](https://aclanthology.org/P19-1295/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Mingzhou Xu et al.*2019 · 67 citations*
10. **[LEPOR: A Robust Evaluation Metric for Machine Translation with Augmented Factors ↗](https://aclanthology.org/C12-2044/) Proceedings of COLING 2012: Posters · no summary yet**Aaron L. F. Han, Derek F. Wong, Lidia S. Chao*2012 · 66 citations*
11. **[Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models](https://md.research.elamur.ai/free/en/papers/pang-2025-salute-classic-revisiting-challenges-machine/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Jianhui Pang, Fanghua Ye, Derek Fai Wong, et al.*2025 · 65 citations*
12. **[Language-independent Model for Machine Translation Evaluation with Reinforced Factors ↗](https://aclanthology.org/2013.mtsummit-posters.3/) Proceedings of Machine Translation Summit XIV: Posters · no summary yet**Aaron Li-Feng Han et al.*2013 · 32 citations*
13. **[Factored Statistical Machine Translation for Grammatical Error Correction ↗](https://aclanthology.org/W14-1711/) Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task · no summary yet**Yiming Wang et al.*2014 · 27 citations*
14. **[UM-Checker: A Hybrid System for English Grammatical Error Correction ↗](https://aclanthology.org/W13-3605/) Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task · no summary yet**Junwen Xing et al.*2013 · 26 citations*
15. **[Improving Grammatical Error Correction with Multimodal Feature Integration ↗](https://aclanthology.org/2023.findings-acl.594/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Tao Fang et al.*2023 · 25 citations*
16. **[Quality Estimation for Machine Translation Using the Joint Method of Evaluation Criteria and Statistical Modeling ↗](https://aclanthology.org/W13-2245/) Proceedings of the Eighth Workshop on Statistical Machine Translation · no summary yet**Aaron Li-Feng Han et al.*2013 · 22 citations*
17. **[Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning ↗](https://aclanthology.org/2024.findings-emnlp.328/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Tianxiang Hu et al.*2024 · 18 citations*
18. **[GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation](https://md.research.elamur.ai/free/en/papers/xu-2022-guofeng-benchmark-zero-pronoun-recovery/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 GECScore](https://md.research.elamur.ai/free/en/papers/wu-2025-who-wrote-this-key-zero/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/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 Reward](https://md.research.elamur.ai/free/en/papers/liu-2025-compassverifier-unified-robust-verifier-llms/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Models arXiv:2503.24377**Rui Wang, Hongru Wang, Boyang Xue, et al.*2025 · 16 citations*](https://md.research.elamur.ai/free/en/papers/wang-2025-harnessing-reasoning-economy-survey-efficient/)
22. **[A Description of Tunable Machine Translation Evaluation Systems in WMT13 Metrics Task ↗](https://aclanthology.org/W13-2253/) Proceedings of the Eighth Workshop on Statistical Machine Translation · no summary yet**Aaron Li-Feng Han et al.*2013 · 15 citations*
23. **[Machine Translation Based on Constraint-Based Synchronous Grammar ↗](https://aclanthology.org/I05-1054/) Second International Joint Conference on Natural Language Processing: Full Papers · no summary yet**Fai Wong et al.*2005 · 14 citations*
24. **[Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task ↗](https://aclanthology.org/2022.wmt-1.53/) Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yet**Yu Wan et al.*2022 · 12 citations*
25. **[Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ↗](https://aclanthology.org/2023.acl-long.866/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xuebo Liu et al.*2023 · 11 citations*
26. **[Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model](https://md.research.elamur.ai/free/en/papers/xu-2025-let-s-focus-neuron-neuron/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Haoyun Xu, Runzhe Zhan, Yingpeng Ma, et al.*2025 · 10 citations*
27. **[Difficulty-Aware Machine Translation Evaluation ↗](https://aclanthology.org/2021.acl-short.5/) 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 yet**Runzhe Zhan et al.*2021 · 9 citations*
28. **[Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization ↗](https://aclanthology.org/2023.acl-long.47/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Runzhe Zhan et al.*2023 · 8 citations*
29. **[VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/ma-2026-visaidmath-benchmarking-visual-aided-mathematical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jingkun Ma, Runzhe Zhan, Yang Li, et al.*2026 · 5 citations*
30. **[Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost ↗](https://arxiv.org/abs/2510.20780) arXiv:2510.20780 · no summary yet**Runzhe Zhan et al.*2025 · 4 citations*
31. **[Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task ↗](https://aclanthology.org/2022.wmt-1.55/) Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yet**Keqin Bao et al.*2022 · 4 citations*
32. **[Can ChatGPT Really Understand Modern Chinese Poetry?](https://md.research.elamur.ai/free/en/papers/wang-2026-can-chatgpt-really-understand-modern/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shanshan Wang, Derek F. Wong, Jingming Yao, et al.*2026 · 3 citations*
33. **[HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation ↗](https://aclanthology.org/2025.findings-emnlp.593/) Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yet**Shijie Zhang et al.*2025 · 2 citations*
34. **[G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment](https://md.research.elamur.ai/free/en/papers/ye-2026-g-idiomalign-gloss-pivoted-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fengying Ye, Yanming Sun, Runzhe Zhan, et al.*2026 · 1 citation*
35. **[Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-understanding-mitigating-political-stance-cross/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/I13-1116/) Proceedings of the Sixth International Joint Conference on Natural Language Processing · no summary yet**Francisco Oliveira et al.*2013 · 1 citation*
37. **[Handheld Machine Translation System Based on Constraint Synchronous Grammar ↗](https://aclanthology.org/2011.mtsummit-papers.50/) Proceedings of Machine Translation Summit XIII: Papers · no summary yet**Fai Wong et al.*2011 · 1 citation*
38. **[Poller: Are LLMs Suitable for Evaluating Poetry Understanding Task?](https://md.research.elamur.ai/free/en/papers/wang-2026-poller-are-llms-suitable-evaluating/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shanshan Wang, Derek F. Wong, Jingming Yao, et al.*2026*
39. **[DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ↗](https://aclanthology.org/2026.acl-long.1773/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Junchao Wu et al.*2026*
40. **[MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1423/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Zhiwen Xie et al.*2026*
41. **[Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing ↗](https://aclanthology.org/2026.acl-long.1286/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Fengying Ye et al.*2026*