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20212023
most citedSINC: Self-Supervised In-Context Learning for Vision-Language Tasks

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cs.CL2022

Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness

Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai

A notable challenge in Multi-Document Summarization (MDS) is the extremely-long length of the input. In this paper, we present an extract-then-abstract Transformer framework to ove…

cs.CL2021

Meta-Transfer Learning for Low-Resource Abstractive Summarization

Yi-Syuan Chen, Hong-Han Shuai

Neural abstractive summarization has been studied in many pieces of literature and achieves great success with the aid of large corpora. However, when encountering novel tasks, one…