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bias detection

419 papers

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Co-occurring keywords

large language model (12755) gender bia (433) text classification (6776) language model (4573) fairness evaluation (112) social bia (206) sentiment analysis (2079) natural language processing (2027) bias mitigation (492) responsible ai (181)

Papers

Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds ACL 2020
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings COLING 2020
Auditing ML Models for Individual Bias and Unfairness AISTATS 2020
Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020
Enhancing Bias Detection in Political News Using Pragmatic Presupposition ACL 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020
LOGAN: Local Group Bias Detection by Clustering EMNLP 2020
Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL 2020
Multi-Task Learning for Voice Related Recognition Tasks INTERSPEECH 2020
Do Face Masks Introduce Bias in Speech Technologies? The Case of Automated Scoring of Speaking Proficiency INTERSPEECH 2020
Towards Debiasing NLU Models from Unknown Biases EMNLP 2020
Viable Threat on News Reading: Generating Biased News Using Natural Language Models EMNLP 2020
Analyzing Gender Bias within Narrative Tropes EMNLP 2020
Graduate Employment Prediction with Bias AAAI 2020
FairyTED: A Fair Rating Predictor for TED Talk Data AAAI 2020
Faking Fairness via Stealthily Biased Sampling AAAI 2020
Toward Gender-Inclusive Coreference Resolution ACL 2020
Argument from Old Man’s View: Assessing Social Bias in Argumentation COLING 2020
Towards Debiasing Fact Verification Models EMNLP 2019
On Testing for Biases in Peer Review NIPS 2019
Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts EMNLP 2019
Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019
On the Accuracy of Influence Functions for Measuring Group Effects NIPS 2019
A Compliance Checking Framework for DNN Models IJCAI 2019
Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories ACL 2019