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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ACL 2022
Detoxifying Language Models with a Toxic Corpus ACL 2022
Inferring Gender: A Scalable Methodology for Gender Detection with Online Lexical Databases ACL 2022
Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022
Disambiguation of morpho-syntactic features of African American English – the case of habitual be ACL 2022
Behind the Mask: Demographic bias in name detection for PII masking ACL 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic ACL 2022
SUH_ASR@LT-EDI-ACL2022: Transformer based Approach for Speech Recognition for Vulnerable Individuals in Tamil ACL 2022
Language Invariant Properties in Natural Language Processing ACL 2022
Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations ACL 2022
Applying the Stereotype Content Model to assess disability bias in popular pre-trained NLP models underlying AI-based assistive technologies ACL 2022
Fairness Trade-Offs and Partial Debiasing ACML 2022
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations ACML 2022
Towards Return Parity in Markov Decision Processes AISTATS 2022
On Distributionally Robust Optimization and Data Rebalancing AISTATS 2022
Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022
Strategic ranking AISTATS 2022
Pairwise Fairness for Ordinal Regression AISTATS 2022
Margin-distancing for safe model explanation AISTATS 2022
Fair Disaster Containment via Graph-Cut Problems AISTATS 2022
A New Notion of Individually Fair Clustering: $α$-Equitable $k$-Center AISTATS 2022
Improved Approximation Algorithms for Individually Fair Clustering AISTATS 2022
On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022
Metric Entropy Duality and the Sample Complexity of Outcome Indistinguishability ALT 2022
Causal Explanations and XAI CLEAR 2022