---
title: "Jacob Andreas — papers of 2022 — 3 papers, the most cited first"
description: "Jacob Andreas — papers of 2022: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Jacob Andreas — papers of 2022 — 3 papers, the most cited first

3 papers · [all years of Jacob Andreas](https://md.research.elamur.ai/free/en/authors/jacob-andreas/#years)

- [What learning algorithm is in-context learning? Investigations with linear models arXiv:2211.15661](https://md.research.elamur.ai/free/en/papers/akyurek-2022-learning-algorithm-context-learning-investigations/) — Ekin Akyürek, Dale Schuurmans, Jacob Andreas, et al. · 2022 · 236 citations

**[Language Models as Agent Models](https://md.research.elamur.ai/free/en/papers/andreas-2022-language-models-as-agent-models/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jacob Andreas*2022 · 165 citations*

- [Pre-Trained Language Models for Interactive Decision-Making arXiv:2202.01771](https://md.research.elamur.ai/free/en/papers/li-2022-pre-trained-language-models-interactive/) — Shuang Li, Xavier Puig, Chris Paxton, et al. · 2022 · 124 citations