Linlu Gong
Linlu Gong has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Ante Wang, Daniel Zhang-Li, Huiqin Liu.
OpenAlex · ORCID · h-index 4 · 11 works · 90 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 40 times in our library · ⭐ Paper Stars ranking: #8193
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Simulating Classroom Education with LLM-Empowered Agents (2025 · 84 citations)
SimClass is a framework that tests whether a group of LLM-driven agents can run a convincing virtual classroom with real learners. - Beyond “I Don't Know”: Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty (2026 · 3 citations)
Most work on LLM abstention treats every refusal the same way. This paper argues that a reliable model also needs to know why it is unsure. It separates two sources of uncertainty. Data uncertainty means the question is ambiguous or missing information, which calls for asking the user to clarify. Model uncertainty…
Co-authors here
- Ante Wang
- Daniel Zhang-Li
- Huiqin Liu
- Jie Cao
- Jifan Yu
- Juanzi Li
- Lei Hou
- Weizhi Ma
- Xiaolong Wang
- Yang Liu
- Yunghwei Lai
- Zheyuan Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
Cited by
Updated
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