| Year | Conf. | Concept | Cited | Paper | Authors | Url |
|---|---|---|---|---|---|---|
| 2016 | ACL | gen-2stage | 340 | Neural Summarization by Extracting Sentences and Words | Jianpeng Cheng,Mirella Lapata | https://arxiv.org/pdf/1603.07252.pdf |
| 2017 | AAAI | arch-rnn | 315 | SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents | Ramesh Nallapati,Feifei Zhai,Bowen Zhou | https://arxiv.org/pdf/1611.04230.pdf |
| 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 | https://arxiv.org/pdf/1802.08636.pdf |
| 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 | https://arxiv.org/pdf/1809.09672.pdf |
| 2018 | EMNLP | gen-ext, task-knowledge | 17 | Content Selection in Deep Learning Models of Summarization | Chris Kedzie,Kathleen McKeown,Hal Daumé | https://arxiv.org/pdf/1810.12343.pdf |
| 2019 | EMNLP | gen-ext, gen-abs, gen-2stage, arch-transformer | 12 | Text Summarization with Pretrained Encoders | Yang Liu,Mirella Lapata | https://arxiv.org/pdf/1908.08345.pdf |
| 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 | https://arxiv.org/pdf/1906.00072.pdf |
| 2019 | ACL | arch-transformer | 8 | HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization | Xingxing Zhang,Furu Wei,Ming Zhou | https://arxiv.org/pdf/1905.06566.pdf |
| 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 | https://arxiv.org/pdf/1907.03491.pdf |
| 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 | https://arxiv.org/pdf/1909.07405.pdf |