Paper Review - SUMMAC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
Authors: Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst
FACTUAL
Paper Review - Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
Authors: Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Paper Review - Inspecting the Factuality of Hallucinated Entities in Abstractive Summarization
Authors: Meng Cao, Yue Dong, Jackie Chi Kit Cheung
Paper Review - Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
Authors: Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding
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
Paper Review - Annotating and Modeling Fine-grained Factuality in Summarization
Authors: Tanya Goyal, Greg Durrett