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Fairness

1139 directly classified papers

Papers per year

Papers

Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases ACL 2023

With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023

Run Like a Girl! Sport-Related Gender Bias in Language and Vision ACL 2023

Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023

Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023

Promoting Fairness in Classification of Quality of Medical Evidence ACL 2023

When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset ACL 2023

Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender COLING 2022

MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP 2022

Inferring Gender: A Scalable Methodology for Gender Detection with Online Lexical Databases ACL 2022

Mind the data gap(s): Investigating power in speech and language datasets ACL 2022

First the Worst: Finding Better Gender Translations During Beam Search ACL 2022

Assessing Multilingual Fairness in Pre-trained Multimodal Representations ACL 2022

Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 2022

Participatory Machine Learning Models in Feminicide News Alert Detection AAAI 2022

Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract) AAAI 2022

Anatomizing Bias in Facial Analysis AAAI 2022

Interpretable Low-Resource Legal Decision Making AAAI 2022

Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022

Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection ACL 2022

Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022

A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions COLING 2022

Deepfake Network Architecture Attribution AAAI 2022

Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism NIPS 2022

Fairness in Federated Learning via Core-Stability NIPS 2022