IFBiD: Inference-Free Bias Detection Sep 9, 2021 Bias Detection
Code Code Available Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud Sep 7, 2021 Bias Detection BIG-bench Machine Learning
Code Code Available Fairness via AI: Bias Reduction in Medical Information Sep 6, 2021 Bias Detection Fairness
— Unverified Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques Sep 1, 2021 All Bias Detection
Code Code Available Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report Aug 17, 2021 Bias Detection Learning Word Embeddings
— Unverified Sexism in the Judiciary: The Importance of Bias Definition in NLP and In Our Courts Aug 1, 2021 Bias Detection
— Unverified Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments Aug 1, 2021 Articles Bias Detection
Code Code Available Inferring bias and uncertainty in camera calibration Jul 28, 2021 Bias Detection Camera Calibration
— Unverified Pseudo-labelling Enhanced Media Bias Detection Jul 16, 2021 Bias Detection Data Augmentation
— Unverified Sexism in the Judiciary Jun 29, 2021 Bias Detection
— Unverified iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability Jun 25, 2021 Bias Detection Question Answering
— Unverified Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics Jun 8, 2021 Age And Gender Classification Benchmarking
Code Code Available MBIC -- A Media Bias Annotation Dataset Including Annotator Characteristics May 20, 2021 Articles Bias Detection
— Unverified Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Apr 16, 2021 Artifact Detection Bias Detection
— Unverified Exploring Visual Engagement Signals for Representation Learning Apr 15, 2021 Bias Detection Emotion Recognition
Code Code Available Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media Apr 14, 2021 Bias Detection
— Unverified fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation Apr 1, 2021 Bias Detection Fairness
Code Code Available A Survey on Predicting the Factuality and the Bias of News Media Mar 16, 2021 Articles Bias Detection
— Unverified BENN: Bias Estimation Using Deep Neural Network Dec 23, 2020 Bias Detection
— Unverified Investigating Bias in Image Classification using Model Explanations Dec 10, 2020 Bias Detection Classification
— Unverified Context in Informational Bias Detection Dec 3, 2020 Articles Bias Detection
Code Code Available Detecting Media Bias in News Articles using Gaussian Bias Distributions Oct 20, 2020 Articles Bias Detection
Code Code Available LOGAN: Local Group Bias Detection by Clustering Oct 6, 2020 Bias Detection BIG-bench Machine Learning
Code Code Available Corpora Evaluation and System Bias Detection in Multi-document Summarization Oct 5, 2020 Bias Detection Document Summarization
Code Code Available Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation Jul 21, 2020 Bias Detection Instance Segmentation
— Unverified Enhancing Bias Detection in Political News Using Pragmatic Presupposition Jul 1, 2020 Articles Bias Detection
— Unverified Towards Integrating Fairness Transparently in Industrial Applications Jun 10, 2020 Bias Detection Fairness
— Unverified Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases Jun 6, 2020 Bias Detection Sentence
Code Code Available NewB: 200,000+ Sentences for Political Bias Detection Jun 4, 2020 Bias Detection Binary Classification
Code Code Available Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor Jun 1, 2020 Bias Detection Diagnostic
— Unverified Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in data May 5, 2020 Bias Detection counterfactual
Code Code Available Annotating and Analyzing Biased Sentences in News Articles using Crowdsourcing May 1, 2020 Articles Bias Detection
— Unverified The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias Apr 26, 2020 Bias Detection BIG-bench Machine Learning
— Unverified StereoSet: Measuring stereotypical bias in pretrained language models Apr 20, 2020 Bias Detection Math
Code Code Available InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics Apr 14, 2020 Bias Detection
— Unverified Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study Mar 13, 2020 Bias Detection BIG-bench Machine Learning
— Unverified Towards Detection of Subjective Bias using Contextualized Word Embeddings Feb 16, 2020 Bias Detection Propaganda detection
Code Code Available Bias in word embeddings Jan 27, 2020 Bias Detection Word Embeddings
— Unverified Automated Dependence Plots Dec 2, 2019 Bias Detection Model Selection
Code Code Available My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text Collections Nov 25, 2019 Articles Bias Detection
Code Code Available Accurate Uncertainty Estimation and Decomposition in Ensemble Learning Nov 11, 2019 Bias Detection Ensemble Learning
— Unverified Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information Oct 20, 2019 Bias Detection Multimodal Deep Learning
Code Code Available Multilingual sentence-level bias detection in Wikipedia Sep 1, 2019 Articles Bias Detection
Code Code Available Detecting Political Bias in News Articles Using Headline Attention Aug 1, 2019 Articles Bias Detection
— Unverified Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories Aug 1, 2019 Bias Detection Clustering
Code Code Available Team Kermit-the-frog at SemEval-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features Jun 1, 2019 Bias Detection Sentiment Analysis
— Unverified Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor May 23, 2019 Bias Detection Diagnostic
Code Code Available Evaluating Fairness Metrics in the Presence of Dataset Bias Sep 24, 2018 Bias Detection Causal Inference
— Unverified Large-scale news entity sentiment analysis Sep 1, 2017 Articles Bias Detection
— Unverified 