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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
by
Rogers, Anna
, Luccioni, Alexandra Sasha
in
Large language models
2024
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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
by
Rogers, Anna
, Luccioni, Alexandra Sasha
in
Large language models
2024
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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Paper
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
2024
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Overview
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.
Publisher
Cornell University Library, arXiv.org
Subject
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