Jun-Yu Ma
Jun-Yu Ma has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning; often with Boyang Xue, Dong Yu, Haitao Mi.
OpenAlex · ORCID · h-index 4 · 13 works · 46 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 53 times in our library · ⭐ Paper Stars ranking: #7378
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue (2024 · 67 citations)
Model editing updates facts stored in large language models without full retraining. However, it is usually judged only on whether the edit sticks, generalizes to paraphrases and leaves unrelated facts intact. This EMNLP 2024 paper asks whether such edits quietly damage the models' broader capabilities. The authors… - WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models (2026 · 1 citation)
Deep Research agents need more than retrieval. They must combine scattered, heterogeneous evidence through multi-step reasoning. Existing training and evaluation resources mostly reward locating a single entity, so agents learn to call tools often instead of reasoning carefully.
Co-authors here
- Boyang Xue
- Dong Yu
- Haitao Mi
- Hongming Zhang
- Hongru Wang
- Jia-Chen Gu
- Jianshu Zhang
- Kai-Wei Chang
- Nanyun Peng
- Pan Lu
- Rui Wang
- Tianqing Fang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
Cited by
Updated
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