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PALRACE: Reading Comprehension Dataset with Human Data and Labeled Rationales [article]

Jiajie Zou, Yuran Zhang, Peiqing Jin, Cheng Luo, Xunyi Pan, Nai Ding
<span title="2022-03-24">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
with human labeled rationales for 800 passages selected from the RACE dataset.  ...  To investigate whether human rationales can further improve current models and to facilitate supervised learning of human rationales, here we present PALRACE (Pruned And Labeled RACE), a new MRC dataset  ...  The red dashed line and the black dashed line denotes the human performance with the full passage and 5 rationales, respectively. Table 1 : 1 Statistics of PALRACE dataset.  ... 
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