EMNLP 2020 | 通过Contrast Set评估模型的局部决策边界-白红宇

EMNLP 2020 | 通过Contrast Set评估模型的局部决策边界

阅读量：193 次

发布时间：2019-02-28

本文共 1295 字，大约阅读时间需要 4 分钟。

??????????????????

?????????????????????????????????????i.i.d???????????????????????????????????????????????????????????????????????????????

??

?????????????????????????????????????????????????????????????????????????????????????????

???????????????????????????

??????????????i.i.d?????????????????????????????

?????????????????????????????????????????????????????????????????????????????????

??????

?????????????????????perturbation???????????????????????????????

?????????????????????

?????????????????????????

????????????????????????????????????????????????????????????????????????NLVR2??????????????????????at least one????exactly one??????????????dogs????cats??????????

????????

??????????????????????

DROP ?????????????????????????????????????????????????????????????????????????????

???????????????????????????????

??????????????????How many????which???

????????????????????????

NLVR2 ??????????????????????????????????????????

???????????twice????three times???

?????????????????????????yellow????red???

UD Parsing ?????????????????????????????????????????????????

?????????????????????????????NLVR2?????SOTA?state-of-the-art?????????????????????????????????????????

??

?????????????????????????????????????????????????????????????????????i.i.d??????????????NLP?????????????????????????

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