ICML 2024poster15 citations
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Abstract
Much of the recent discourse within the ML community has been centered around Large Language Models (LLMs), their functionality and potential -- yet not only do we not have a working definition of LLMs, but much of this discourse relies on claims and assumptions that are worth re-examining. We contribute a definition of LLMs, critically examine five common claims regarding their properties (including 'emergent properties'), and conclude with suggestions for future research directions and their framing.
BibTeX
@inproceedings{
rogers2024position,
title={Position: Key Claims in {LLM} Research Have a Long Tail of Footnotes},
author={Anna Rogers and Sasha Luccioni},
booktitle={Forty-first International Conference on Machine Learning},
year={2024},
url={https://openreview.net/forum?id=M2cwkGleRL}
}