Fanxu Meng
Fanxu Meng has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Legal AI; often with Muhan Zhang, Jiaqi Li, Song-Chun Zhu.
OpenAlex · h-index 0 · 1 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 40 times in our library · ⭐ Paper Stars ranking: #7707
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSocial Sciences · 1 workPolitical Science and International Relations · 1 workSafety Research · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workLegal AI · 1 work
Works by year
2020s
Papers
- Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners (2023 · 52 citations)
This work asks where the apparent few-shot reasoning skill of LLMs actually comes from. The authors argue that it depends largely on token meanings absorbed during pretraining, which let models link concepts into shallow shortcut chains instead of applying rules formally. To test this, they remove or invert semantics… - Law in Silico: Simulating Legal Society with LLM-Based Agents (2026 · 2 citations)
Testing legal theories or policies in the real world is often expensive or impossible. This paper asks whether LLM-driven agents can act as a stand-in "legal society" for such experiments. The authors build Law in Silico, a framework with three parts. Agents get hierarchical profiles drawn from sociological…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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