Peter Chen
Peter Chen has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Ankur Bapna, Eugene Kharitonov, Wei Han.
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📄 2 works in our library · 🔗 Cited 182 times in our library · ⭐ Paper Stars ranking: #4405
Concepts, shelves and topics
📚 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 worksSignal Processing · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- AudioPaLM: A Large Language Model That Can Speak and Listen (2023 · 169 citations)
AudioPaLM, from Google, tackles a split in current systems. Text LLMs hold broad linguistic knowledge but cannot hear or produce speech. Audio language models capture voice and prosody but lack that knowledge. The authors start from a text-only PaLM-2 (or PaLM) checkpoint and enlarge its embedding table with discrete… - LLMs cannot find reasoning errors, but can correct them given the error location (2024 · 85 citations)
Self-correction in LLMs often fails on reasoning tasks and can even turn right answers into wrong ones. The authors split self-correction into two stages, locating the error and fixing it, to find out which stage is the bottleneck. They built BIG-Bench Mistake, a dataset of Chain-of-Thought traces produced by PaLM 2…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
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