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cs.CL2022★ 8 cited
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey
Julian Michael, Ari Holtzman, Alicia Parrish +8
We present the results of the NLP Community Metasurvey. Run from May to June 2022, the survey elicited opinions on controversial issues, including industry influence in the field,…
cs.CL2022★ 3 cited
kNN-Prompt: Nearest Neighbor Zero-Shot Inference
Weijia Shi, Julian Michael, Suchin Gururangan +1
Retrieval-augmented language models (LMs) use non-parametric memory to substantially outperform their non-retrieval counterparts on perplexity-based evaluations, but it is an open…