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cs.CL2021★ 3 cited
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text
Yao Dou, Maxwell Forbes, Rik Koncel-Kedziorski +2
Modern neural language models can produce remarkably fluent and grammatical text. So much, in fact, that recent work by Clark et al. (2021) has reported that conventional crowdsour…
cs.CL2021
Go Forth and Prosper: Language Modeling with Ancient Textual History
Rik Koncel-Kedziorski, Noah A. Smith
We introduce a technique for improving document-level language models (LM) by leveraging "ancient history": text that is outside the LM's current context window. We learn an auxili…