Do Extractive Summarization Algorithms Amplify Lexical Bias in News Articles?

Author:

Shimizu Rei1,Fujita Sumio2,Sakai Tetsuya1

Affiliation:

1. Waseda University, Tokyo, Japan

2. Yahoo Japan Corporation, Tokyo, Japan

Publisher

ACM

Reference26 articles.

1. Permutation importance: a corrected feature importance measure

2. Ramy Baly , Georgi Karadzhov , Dimitar Alexandrov , James Glass , and Preslav Nakov . 2020 . Predicting Factuality of Reporting and Bias of News Media Sources . Proceedings of EMNLP 2018 (2020), 3528--3539. Ramy Baly, Georgi Karadzhov, Dimitar Alexandrov, James Glass, and Preslav Nakov. 2020. Predicting Factuality of Reporting and Bias of News Media Sources. Proceedings of EMNLP 2018 (2020), 3528--3539.

3. Persistent media bias

4. Iz Beltagy , Matthew E. Peters , and Arman Cohan . 2020 . Longformer: The Long-Document Transformer. arxiv : 2004.05150v2 [cs.CL] Iz Beltagy, Matthew E. Peters, and Arman Cohan. 2020. Longformer: The Long-Document Transformer. arxiv: 2004.05150v2 [cs.CL]

5. a. Detecting Media Bias in News Articles Using Gaussian Bias Distributions;Chen Wei-Fan;Findings of ACL:EMNLP,2020

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