Junyi Ye
Junyi Ye has 2 papers in our library, in 2024, most of them on Reasoning, Language models & pretraining; often with Guiling Wang, Wenpeng Yin.
OpenAlex · ORCID · Wikidata · h-index 26 · 76 works · 2,113 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 67 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #9547
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Applied Mathematics · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksMathematics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems (2024 · 8 citations)
Benchmarks for LLM mathematics usually check only whether the final answer is right. This paper asks a different question: can a model find a valid solution path that differs from the ones it has already been shown? The authors built CreativeMath from competition problems and the many community-written solutions on… - From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems (2024 · 6 citations)
Most work on LLM math reasoning assumes every problem has a valid answer. This paper asks whether models only compute mechanically (a "Blind Solver") or can notice that a problem is contradictory, underspecified or against common sense (a "Logical Thinker"). To test this, the authors built FaultyMath, a benchmark of…
All works
- Investigating Capsule Networks with Dynamic Routing for Text Classification ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetWei Zhao et al.2018 · 413 citations
- Recovering Concept Prerequisite Relations from University Course Dependencies ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChen Liang et al.2017 · 85 citations
- Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical ProblemsProceedings of the AAAI Conference on Artificial IntelligenceJunyi Ye, Jingyi Gu, Xinyun Zhao, et al.2024 · 8 citations
- From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical ProblemsarXiv:2410.18921A M Muntasir Rahman, Junyi Ye, Wei Yao, et al.2024 · 6 citations
Co-authors here
- Guiling Wang ×2
- Wenpeng Yin ×2
Venues
- Proceedings of the AAAI Conference on Artificial Intelligence ×2: Proceedings of the AAAI Conference on Artificial Intelligence 2024
- Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Cited by
Updated
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