Year Conf. Concept Cited Paper Authors Url
2016 ACL gen-2stage 340 Neural Summarization by Extracting Sentences and Words Jianpeng Cheng,Mirella Lapata
2017 AAAI arch-rnn 315 SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati,Feifei Zhai,Bowen Zhou
2018 NAA-CL gen-ext, gen-abs, task-singledDoc, arch-rnn, arch-cnn, nondif-reinforce, eval-metric-rouge 112 Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan,Shay B. Cohen,Mirella Lapata
2018 EMNLP gen-ext, gen-abs, arch-rnn, nondif-reinforce, eval-metric-rouge 19 BanditSum: Extractive Summarization as a Contextual Bandit Yue Dong,Yikang Shen,Eric Crawford,Herke van Hoof,Jackie Chi Kit Cheung
2018 EMNLP gen-ext, task-knowledge 17 Content Selection in Deep Learning Models of Summarization Chris Kedzie,Kathleen McKeown,Hal Daumé
2019 EMNLP gen-ext, gen-abs, gen-2stage, arch-transformer 12 Text Summarization with Pretrained Encoders Yang Liu,Mirella Lapata
2019 ACL task-multiDoc 3 Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho,Logan Lebanoff,Hassan Foroosh,Fei Liu
2019 ACL arch-transformer 8 HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang,Furu Wei,Ming Zhou
2019 ACL gen-ext 4 Searching for Effective Neural Extractive Summarization: What Works and What's Next Ming Zhong,Pengfei Liu,Danqing Wang,Xipeng Qiu,Xuanjing Huang
2019 EMNLP gen-ext, sup-sup, sup-unsup, arch-transformer 1 BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Peter West,Ari Holtzman,Jan Buys,Yejin Choi