uclanlp / awesome-fairness-papersLinks
Papers on fairness in NLP
☆445Updated last year
Alternatives and similar repositories for awesome-fairness-papers
Users that are interested in awesome-fairness-papers are comparing it to the libraries listed below
Sorting:
- A reading list of up-to-date papers on NLP for Social Good.☆304Updated last year
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆139Updated 6 months ago
- StereoSet: Measuring stereotypical bias in pretrained language models☆184Updated 2 years ago
- ☆137Updated last year
- Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.☆210Updated 2 years ago
- ☆18Updated 4 years ago
- Must-read Papers on Gender Bias.☆38Updated 2 years ago
- Repository for research in the field of Responsible NLP at Meta.☆200Updated 2 months ago
- Code to reproduce data for Bias in Bios☆46Updated 2 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 2 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆88Updated last year
- ☆97Updated 2 years ago
- A list of publications on NLP interpretability (Welcome PR)☆168Updated 4 years ago
- ☆40Updated 2 years ago
- This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Maske…☆122Updated last year
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆56Updated 4 years ago
- ☆39Updated 6 years ago
- A reading list for papers on causality for natural language processing (NLP)☆657Updated last month
- Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"☆27Updated 4 years ago
- ☆89Updated 3 years ago
- Curated research at the intersection of causal inference and natural language processing.☆800Updated last year
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated 2 years ago
- A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP☆932Updated 9 months ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆79Updated 4 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- Schedule and Syllabus for Human-Centered Machine learning.☆185Updated 2 years ago
- NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"☆40Updated 6 years ago
- BARTScore: Evaluating Generated Text as Text Generation☆352Updated 3 years ago
- A framework for assessing and improving classification fairness.☆33Updated 2 years ago
- This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".☆88Updated 3 years ago