Kaya Stechly
Kaya Stechly has 2 papers in our library, in 2024, most of them on Language models & pretraining, Reasoning; often with Karthik Valmeekam, Subbarao Kambhampati, Lin Guan.
OpenAlex · h-index 6 · 11 works · 63 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 116 times in our library · ⭐ Paper Stars ranking: #7802
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks (2024 · 88 citations)
This position paper responds to two opposing errors in the debate on LLMs and planning. One overstates their reasoning ability. The other treats them as mere text-to-symbol converters for classical solvers. The authors review evidence, much of it from their own group, that autoregressive LLMs cannot reliably produce… - On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks (2024 · 42 citations)
Many researchers hold that LLMs, though weak reasoners, can still fix their own mistakes by repeatedly checking and revising their answers, because checking is supposedly easier than solving.
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