Paper Review - Improving Factual Consistency of Abstractive Summarization via Question Answering

Authors: Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang

August 10, 2021 · 3 min

Paper Review - Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution

Authors: Jiacheng Xu, Greg Durrett

August 9, 2021 · 2 min

Paper Review - Generating Query Focused Summaries from Query-Free Resources

Authors: Yumo Xu, Mirella Lapata

August 8, 2021 · 4 min

Paper Review - BLEURT: Learning Robust Metrics for Text Generation

Authors: Thibault Sellam, Dipanjan Das, Ankur P. Parikh

August 7, 2021 · 2 min

Paper Review - Big Bird: Transformers for Longer Sequences

Authors: Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed

August 6, 2021 · 3 min

Paper Review - LongSumm 2021: Session based automatic summarization model for scientific document

Authors: Senci Ying, Yanzhao Zheng, Wuhe Zou

August 5, 2021 · 2 min