Xin Quan
Xin Quan has 2 papers in our library, in 2024, most of them on Reasoning, Language models & pretraining; often with Andre Freitas, Lan Zhang, Marco Valentino.
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📄 2 works in our library · 🔗 Cited 48 times in our library · ⭐ Paper Stars ranking: #9323
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving (2024 · 52 citations)
Checking whether a natural language explanation actually supports an NLI conclusion is difficult. Crowd-sourced explanation corpora are costly to build and often contain gaps or logical mistakes. Text-generation metrics also miss properties such as logical soundness. - Consistent Autoformalization for Constructing Mathematical Libraries (2024 · 11 citations)
The paper addresses autoformalization: converting natural-language mathematics into formal code that a theorem prover can check.
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