Paper Review - Learning to summarize from human feedback

Authors: Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul Christiano

October 18, 2021 · 2 min

Paper Review - Inspecting the Factuality of Hallucinated Entities in Abstractive Summarization

Authors: Meng Cao, Yue Dong, Jackie Chi Kit Cheung

September 27, 2021 · 2 min

Paper Review - Decision-Focused Summarization

Authors: Chao-Chun Hsu, Chenhao Tan

September 22, 2021 · 3 min

Paper Review - An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next

Authors: Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed H. Awadallah Dragomir Radev

September 14, 2021 · 1 min

Paper Review - Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation

Authors: Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding

September 10, 2021 · 2 min

Paper Review - What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization

Authors: Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad

September 7, 2021 · 3 min