Fairness

Eliciting Honest Information from Authors Using Sequential Review AAAI 2024 Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition Interspeech 2024 Emotional Toll and Coping Strategies: Navigating the Effects of Annotating Hate Speech Data COLING 2024 Empirical Likelihood for Fair Classification ICLR 2024 Enhancing Distributional Stability among Sub-populations AISTATS 2024 Enhancing Group Fairness in Online Settings Using Oblique Decision Forests ICLR 2024 Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024 Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections NeurIPS 2024 Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition Interspeech 2024 Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method IJCAI 2024 Error Analysis of NLP Models and Non-Native Speakers of English Identifying Sarcasm in Reddit Comments COLING 2024 Evaluating Biases in Context-Dependent Sexual and Reproductive Health Questions EMNLP 2024 Evaluating Gender Bias in Multilingual Multimodal AI Models: Insights from an Indian Context ACL 2024 Evaluating Gender Bias of LLMs in Making Morality Judgements EMNLP 2024 Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels COLING 2024 Evaluating Large Language Model Biases in Persona-Steered Generation ACL 2024 Evaluating Large Language Models at Evaluating Instruction Following ICLR 2024 Evaluating Large Language Models for Health-related Queries with Presuppositions ACL 2024 Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference AAAI 2024 Evaluating Saliency Explanations in NLP by Crowdsourcing COLING 2024 Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models EMNLP 2024 Evaluating the Development of Linguistic Metaphor Annotation in Mexican Spanish Popular Science Tweets NAACL 2024 Evaluating the Efficacy of Prompting Techniques for Debiasing Language Model Outputs (Student Abstract) AAAI 2024 Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ACL 2024 Evidence-guided Inference for Neutralized Zero-shot Transfer COLING 2024