Joy He-Yueya
Joy He-Yueya has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Noah D. Goodman, Emma Brunskill, Gabriel Poesia.
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📄 2 works in our library · 🔗 Cited 74 times in our library · ⭐ Paper Stars ranking: #8150
Fields, topics and concepts
📚 Shelves 7The 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 workDecision Sciences · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Solving Math Word Problems by Combining Language Models With Symbolic Solvers (2023 · 77 citations)
The paper addresses a weakness in tool-augmented LLM approaches to math word problems. Methods like PAL turn a problem into a Python program, which works well for step-by-step procedures. It is awkward, however, when a solution is better stated as relations among unknown quantities. The authors instead have an LLM… - Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models (2024 · 12 citations)
Language models are increasingly used to stand in for human populations, for example when designing educational materials.
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