Paper Review - Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection

Authors: Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth

July 29, 2021 · 2 min

Paper Review - Scoring Sentence Singletons and Pairs for Abstractive Summarization

Authors: Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu

July 29, 2021 · 1 min

Paper Review - Efficient Attentions for Long Document Summarization

Authors: Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji, Lu Wang

July 28, 2021 · 2 min

Paper Review - AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization

Authors: Tiezheng Yu, Zihan Liu, Pascale Fung

July 27, 2021 · 2 min

Paper Review - FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Authors: Esin Durmus, He He, Mona Diab

July 27, 2021 · 2 min

Paper Review - Neural Text Summarization: A Critical Evaluation

Authors: Wojciech Kryściński, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher

July 26, 2021 · 2 min