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by sleepinyourhat on 2020-12-30 (UTC).

More progress on the SuperGLUE NLU leaderboard (https://t.co/ipzFoqJiyU), from an MSR team including @AllenLao and @JianfengGao0217, with a larger version of their DeBERTa: https://t.co/8WzBjgk16q pic.twitter.com/PLjVVAxCrO

— Prof. Sam Bowman (@sleepinyourhat) December 30, 2020
nlpresearchdataset
by sleepinyourhat on 2020-12-30 (UTC).

By that measure, MSR's model is somewhat better than T5 or RoBERTa, but it still falls back on stereotypes substantially more often than humans. We know that LMs pick up stereotypes from their training data, and that's not something we can easily counteract. Proceed with caution.

— Prof. Sam Bowman (@sleepinyourhat) December 30, 2020
researchnlp

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