Junqing Yu
Junqing Yu has 2 papers in our library, in 2026, most of them on Reasoning, Language models & pretraining; often with Wei Yang, Xinglang Zhang, Yunyao Zhang.
OpenAlex · h-index 1 · 4 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 29 times in our library · ⭐ Paper Stars ranking: #8475
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning (2026 · 17 citations)
The paper asks how the symbolic (first-order logic) reasoning of LLMs changes as problems become logically harder. - Semantic-Aware Logical Reasoning via a Semiotic Framework (2026 · 13 citations)
LLM logical reasoning methods usually assume clean predicates and unambiguous contexts. They handle logical depth but ignore semantic difficulty: abstract concepts, shifting definitions and opposing stances. The authors propose LogicAgent, a framework built on Greimas' Semiotic Square, recast in first-order logic…
Co-authors here
- Wei Yang ×2
- Xinglang Zhang ×2
- Yunyao Zhang ×2
- Zikai Song ×2
Venues
Cited by
Updated
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