🚨New ACL2022 paper!🚨“Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets”. Read the paper here: arxiv.org/abs/2203.12942, and check out the thread below w/ @nlpmattg, Pontus Stenetorp, @pdasigi @ai2_allennlp 🧵1/N
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Spurious correlations between task-independent features and labels are often found in NLP datasets. Models can exploit these features to perform well in-distribution, but generalise poorly to out-of-distribution datasets. 2/N
@mindjimmy @nlpmattg @pdasigi @ai2_allennlp