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Defining a New NLP Playground (2310.20633v1)
Published 31 Oct 2023 in cs.CL
Abstract: The recent explosion of performance of LLMs has changed the field of NLP more abruptly and seismically than any other shift in the field's 80-year history. This has resulted in concerns that the field will become homogenized and resource-intensive. The new status quo has put many academic researchers, especially PhD students, at a disadvantage. This paper aims to define a new NLP playground by proposing 20+ PhD-dissertation-worthy research directions, covering theoretical analysis, new and challenging problems, learning paradigms, and interdisciplinary applications.
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