---
title: "Derek F. Wong — papers of 2025 — 6 papers, the most cited first"
description: "Derek F. Wong — papers of 2025: 6 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Derek F. Wong — papers of 2025 — 6 papers, the most cited first

6 papers · [all years of Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/#years)

**[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*

**[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*

**[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*

**[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*

- [Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models arXiv:2503.24377](https://md.research.elamur.ai/free/en/papers/wang-2025-harnessing-reasoning-economy-survey-efficient/) — Rui Wang, Hongru Wang, Boyang Xue, et al. · 2025 · 16 citations

**[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*