Computation and Language · Computer Science
Language (Technology) is Power: A Critical Survey of "Bias" in NLP
Su Lin Blodgett, Solon Barocas, Hal Daumé, Hanna Wallach
2020-06-01
Computation and Language · Computer Science
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models
Seraphina Goldfarb-Tarrant, Eddie Ungless, Esma Balkir, Su Lin Blodgett
2023-05-23
Computation and Language · Computer Science
On Measures of Biases and Harms in NLP
Sunipa Dev, Emily Sheng, Jieyu Zhao, Aubrie Amstutz +7
2022-10-17
Computation and Language · Computer Science
A Survey of Parameters Associated with the Quality of Benchmarks in NLP
Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral
2022-10-17
Computation and Language · Computer Science
Multi-Dimensional Gender Bias Classification
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston +2
2020-05-05
Computation and Language · Computer Science
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart
2017-09-28
Computation and Language · Computer Science
Discovering and Interpreting Biased Concepts in Online Communities
Xavier Ferrer-Aran, Tom van Nuenen, Natalia Criado, Jose M. Such
2022-01-26
Computation and Language · Computer Science
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai +4
2019-06-11
Computation and Language · Computer Science
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses
Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal, Dan Roth
2020-05-06
Computation and Language · Computer Science
Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences
Eleftheria Briakou, Navita Goyal, Marine Carpuat
2023-12-05
Computation and Language · Computer Science
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias
Anoop K., Manjary P. Gangan, Deepak P., Lajish V. L
2023-01-25