Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

NAACL 2019 Nelson F. LiuRoy SchwartzNoah A. Smith

Several datasets have recently been constructed to expose brittleness in models trained on existing benchmarks. While model performance on these challenge datasets is significantly lower compared to the original benchmark, it is unclear what particular weaknesses they reveal... (read more)

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