Zhongfen Deng
Zhongfen Deng has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Jiangshu Du, Wenting Zhao, Yibo Wang.
OpenAlex · ORCID · Wikidata · h-index 7 · 29 works · 184 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 82 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7282
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 1 workArts and Humanities · 1 workGeneral Social Sciences · 1 workLanguage and Linguistics · 1 workSocial Sciences · 1 workComputer Networks and Communications · 1 workInformation Systems · 1 workSoftware · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing (2024 · 71 citations)
This EMNLP 2024 paper asks whether large language models can take on part of the growing peer-review burden in NLP, both as reviewers and as meta-reviewers who audit individual reviews. - MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms (2026 · 2 citations)
Most benchmarks for LLM-based unit test generation work at the level of a single function, class, or file.
All works
- HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZhongfen Deng et al.2021 · 87 citations
- LLMs Assist NLP Researchers: Critique Paper (Meta-)ReviewingConference on Empirical Methods in Natural Language Processing (EMNLP)Jiangshu Du, Yibo Wang, Wenting Zhao, et al.2024 · 71 citations
- MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing MechanismsFindings of the Association for Computational LinguisticsYibo Wang, Congying Xia, Wenting Zhao, et al.2026 · 2 citations
Co-authors here
- Jiangshu Du ×2
- Wenting Zhao ×2
- Yibo Wang ×2
- Chen Xing
- Chunyu Miao
- Congying Xia
- Henry Peng Zou
- Mukund Srinath
- Nan Zhang
- Philip S. Yu
- Pranav Narayanan Venkit
- Renze Lou
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Cited by
Updated
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