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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Position: Key Claims in LLM Research Have a Long Tail of Footnotes

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Position: Key Claims in LLM Research Have a Long Tail of Footnotes
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