PQ-decaNLP (Paraphrase Questions - decaNLP)
Introduced by Hudson et al. in Ask me in your own words: paraphrasing for multitask question answering
Multitask learning has led to significant advances in Natural Language Processing, including the decaNLP benchmark where question answering is used to frame 10 natural language understanding tasks in a single model. PQ-decaNLP is a crowd-sourced corpus of paraphrased questions, annotated with paraphrase phenomena. This enables analysis of how transformations such as swapping the class labels and changing the sentence modality lead to a large performance degradation.
Papers
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