Ming-Liang Zhang
Ming-Liang Zhang has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning; often with Fei Yin, Bo Zheng, Chao Deng.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 145 times in our library · ⭐ Paper Stars ranking: #6017
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 workComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- From System 1 to System 2: A Survey of Reasoning Large Language Models (2025 · 165 citations)
Conventional LLMs respond quickly and intuitively, much like the fast "System 1" of dual-process cognitive theory, but they often fail on problems that require careful multi-step analysis. - Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal Language (2026)
Multimodal LLMs often fail at geometry problems because they misread diagrams. They miss or invent points, lines, and relations. Prior diagram-parsing work, such as PGDP5K and FormalGeo7K, handled only plane figures. The authors build a single formal language that adopts the predicate-style notation of PGPS9K and…
Co-authors here
- Fei Yin ×2
- Bo Zheng
- Chao Deng
- Duzhen Zhang
- Haotian Xu
- Jiaxin Zhang
- Jun Song
- Peijie Wang
- Pi Bu
- Xuan Zhang
- Zhong-Zhi Li
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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