Elamur Research⌕
☰
home / authors / Peter Chen

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.

2 papers in our library · 2023–2024

No OpenAlex profile matched yet.

📄 2 works in our library · 🔗 Cited 182 times in our library · ⭐ Paper Stars ranking: #4405

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

 Works by year

2020s

 Papers

The most cited first (OpenAlex and our library).

  1. 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…
  2. 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

4 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 182 times (of the 141,840 papers whose bibliographies we read); 16 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/peter-chen/