uclanlp / awesome-fairness-papersLinks
Papers on fairness in NLP
☆448Updated 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.☆303Updated last year
- StereoSet: Measuring stereotypical bias in pretrained language models☆186Updated 2 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆143Updated 7 months ago
- ☆18Updated 4 years ago
- Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.☆211Updated 2 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 2 years ago
- ☆141Updated last year
- Repository for research in the field of Responsible NLP at Meta.☆202Updated 2 months ago
- A reading list for papers on causality for natural language processing (NLP)☆659Updated 2 months ago
- Must-read Papers on Gender Bias.☆38Updated 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
- ☆97Updated 2 years ago
- ☆41Updated 2 years ago
- A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP☆939Updated 10 months ago
- A list of publications on NLP interpretability (Welcome PR)☆168Updated 4 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆56Updated 4 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆92Updated last year
- ☆89Updated 3 years ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆79Updated 4 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆80Updated 3 years ago
- Curated research at the intersection of causal inference and natural language processing.☆802Updated last year
- ☆39Updated 6 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- To analyze and remove gender bias in coreference resolution systems☆79Updated 2 months ago
- Code to reproduce data for Bias in Bios☆46Updated 2 years ago
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated 2 years ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social media☆25Updated 5 years ago
- Few-shot Learning of GPT-3☆352Updated last year
- Aligning AI With Shared Human Values (ICLR 2021)☆290Updated 2 years ago
- Catalog of abusive language data (PLoS 2020)☆314Updated last year