111 citations · 274 across the 8 of their papers we have counts for
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cs.CL2022
How Far are We from Robust Long Abstractive Summarization?
Huan Yee Koh, Jiaxin Ju, He Zhang +2
Abstractive summarization has made tremendous progress in recent years. In this work, we perform fine-grained human annotations to evaluate long document abstractive summarization…
cs.CL2022★ 111 cited
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics
Huan Yee Koh, Jiaxin Ju, Ming Liu +1
Long documents such as academic articles and business reports have been the standard format to detail out important issues and complicated subjects that require extra attention. An…
cs.CL2021
Leveraging Information Bottleneck for Scientific Document Summarization
Jiaxin Ju, Ming Liu, Huan Yee Koh +3
This paper presents an unsupervised extractive approach to summarize scientific long documents based on the Information Bottleneck principle. Inspired by previous work which uses t…