← Application Areas
Machine Learning › Application Areas ›

Fairness

3337 directly classified papers

Papers per year

Papers

Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ACL 2023
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023
Towards Detecting Harmful Agendas in News Articles ACL 2023
Fair Division with Prioritized Agents AAAI 2023
Improving Fairness in Information Exposure by Adding Links AAAI 2023
Proportionality in Approval-Based Participatory Budgeting AAAI 2023
Being Right for Whose Right Reasons? ACL 2023
Sampling bias in NLU models: Impact and Mitigation INTERSPEECH 2023
Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023
Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks ACL 2023
Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Mitigating Label Biases for In-context Learning ACL 2023
AfriNames: Most ASR Models "Butcher" African Names INTERSPEECH 2023
Beyond the AI hype: Balancing Innovation and Social Responsibility INTERSPEECH 2023
Harmful Language Datasets: An Assessment of Robustness ACL 2023
Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting ACL 2023
This prompt is measuring <mask>: evaluating bias evaluation in language models ACL 2023
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting ACL 2023
Measuring Consistency in Text-based Financial Forecasting Models ACL 2023
Fast Feature Selection with Fairness Constraints AISTATS 2023
LEXPLAIN: Improving Model Explanations via Lexicon Supervision ACL 2023
Doubly Fair Dynamic Pricing AISTATS 2023
DH-FBK at SemEval-2023 Task 10: Multi-Task Learning with Classifier Ensemble Agreement for Sexism Detection ACL 2023
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting EMNLP 2023