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cs.CL2020
What Have We Achieved on Text Summarization?
Dandan Huang, Leyang Cui, Sen Yang +4
Deep learning has led to significant improvement in text summarization with various methods investigated and improved ROUGE scores reported over the years. However, gaps still exis…
cs.CL2019
Evaluating Commonsense in Pre-trained Language Models
Xuhui Zhou, Yue Zhang, Leyang Cui +1
Contextualized representations trained over large raw text data have given remarkable improvements for NLP tasks including question answering and reading comprehension. There have…