Trade-Offs Between Fairness and Privacy in Language Modeling May 24, 2023 Bias Detection Fairness
Code Code Available Language-Agnostic Bias Detection in Language Models with Bias Probing May 22, 2023 Bias Detection
Code Code Available BiasAsker: Measuring the Bias in Conversational AI System May 21, 2023 Bias Detection
Code Code Available BAD: BiAs Detection for Large Language Models in the context of candidate screening May 17, 2023 Bias Detection Fairness
Code Code Available Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection Apr 25, 2023 Bias Detection
Code Code Available Bipol: A Novel Multi-Axes Bias Evaluation Metric with Explainability for NLP Apr 8, 2023 Bias Detection Sentence
Code Code Available Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy Apr 5, 2023 Articles Bias Detection
Code Code Available Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models Feb 14, 2023 Bias Detection Data Augmentation
— Unverified Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets Jan 28, 2023 Bias Detection Diagnostic
Code Code Available Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN Nov 16, 2022 Bias Detection Clustering
— Unverified Galactica: A Large Language Model for Science Nov 16, 2022 Anachronisms Bias Detection
Code Code Available Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models Nov 15, 2022 Bias Detection Word Embeddings
Code Code Available Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles Nov 7, 2022 Articles Bias Detection
— Unverified A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter Oct 7, 2022 Bias Detection Fairness
— Unverified Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts Sep 29, 2022 Articles Bias Detection
Code Code Available Efficient Gender Debiasing of Pre-trained Indic Language Models Sep 8, 2022 Bias Detection Cultural Vocal Bursts Intensity Prediction
— Unverified A Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias Aug 9, 2022 Bias Detection Data Interaction
Code Code Available Robots Enact Malignant Stereotypes Jul 23, 2022 Bias Detection Gender Bias Detection
— Unverified MRCLens: an MRC Dataset Bias Detection Toolkit Jul 18, 2022 Bias Detection Machine Reading Comprehension
— Unverified A methodology to characterize bias and harmful stereotypes in natural language processing in Latin America Jul 14, 2022 Bias Detection Decision Making
Code Code Available Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer Jul 1, 2022 Bias Detection coreference-resolution
— Unverified HeteroCorpus: A Corpus for Heteronormative Language Detection Jul 1, 2022 Bias Detection Gender Bias Detection
Code Code Available Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases Jun 30, 2022 Bias Detection Ethics
— Unverified Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large Language Models Jun 23, 2022 Bias Detection
— Unverified Uncovering bias in the PlantVillage dataset Jun 9, 2022 Bias Detection Deep Learning
Code Code Available Beyond Explanation: A Case for Exploratory Text Visualizations of Non-Aggregated, Annotated Datasets Jun 1, 2022 Bias Detection Hate Speech Detection
— Unverified A Domain-adaptive Pre-training Approach for Language Bias Detection in News May 22, 2022 Bias Detection Decision Making
Code Code Available How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts May 22, 2022 Bias Detection Machine Translation
Code Code Available Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning May 20, 2022 Bias Detection
— Unverified Towards Detecting Political Bias in Hindi News Articles May 1, 2022 Articles Bias Detection
— Unverified Learning to Split for Automatic Bias Detection Apr 28, 2022 Bias Detection image-classification
Code Code Available A Meta Survey of Quality Evaluation Criteria in Explanation Methods Mar 25, 2022 Bias Detection Explainable artificial intelligence
— Unverified Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists Mar 17, 2022 Abuse Detection Bias Detection
Code Code Available Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks Feb 16, 2022 Bias Detection Open-Domain Dialog
— Unverified Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network Jan 25, 2022 Articles Bias Detection
— Unverified An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles Dec 26, 2021 Articles Bias Detection
— Unverified Forward Composition Propagation for Explainable Neural Reasoning Dec 23, 2021 Bias Detection Fairness
Code Code Available Quantifying Gender Biases Towards Politicians on Reddit Dec 22, 2021 Bias Detection Gender Bias Detection
Code Code Available Towards A Reliable Ground-Truth For Biased Language Detection Dec 14, 2021 Articles Bias Detection
— Unverified Sparse Interventions in Language Models with Differentiable Masking Dec 13, 2021 Bias Detection Gender Bias Detection
— Unverified Anatomizing Bias in Facial Analysis Dec 13, 2021 Bias Detection
— Unverified Debiased Visual Question Answering from Feature and Sample Perspectives Dec 1, 2021 Bias Detection Question Answering
Code Code Available MRCLens: an MRC Dataset Bias Detection Toolkit Nov 16, 2021 Bias Detection Machine Reading Comprehension
— Unverified Detection of Puffery on the English Wikipedia Nov 1, 2021 Bias Detection Information Retrieval
Code Code Available Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts Nov 1, 2021 Articles Bias Detection
Code Code Available Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques Nov 1, 2021 All Bias Detection
Code Code Available Detecting Gender Bias in Transformer-based Models: A Case Study on BERT Oct 15, 2021 Bias Detection Gender Bias Detection
— Unverified Deep Learning for Bias Detection: From Inception to Deployment Oct 12, 2021 Bias Detection Deep Learning
— Unverified Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution Sep 28, 2021 Bias Detection coreference-resolution
Code Code Available Towards Automatic Bias Detection in Knowledge Graphs Sep 19, 2021 Bias Detection Fairness
Code Code Available 