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Libin Shen

2 accepted papers

2022

Lite Unified Modeling for Discriminative Reading Comprehension

ACL 2022long

As a broad and major category in machine reading comprehension (MRC), the generalized goal of discriminative MRC is answer prediction from the given materials. However, the focuses of various discriminative MRC tasks may be diverse enough: multi-choice MRC requires model to highlight and integrate a…

2021

What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension

EMNLP 2021finding

Machine reading comprehension (MRC) is a challenging NLP task for it requires to carefully deal with all linguistic granularities from word, sentence to passage. For extractive MRC, the answer span has been shown mostly determined by key evidence linguistic units, in which it is a sentence in most c…

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