pliang279 / LM_biasLinks
[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
☆61Updated 2 years ago
Alternatives and similar repositories for LM_bias
Users that are interested in LM_bias are comparing it to the libraries listed below
Sorting:
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 2 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆55Updated 4 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
- ☆89Updated 2 years ago
- Dataset + classifier tools to study social perception biases in natural language generation☆69Updated last year
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆77Updated 3 years ago
- ☆44Updated last year
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆137Updated 5 months ago
- ☆25Updated 3 years ago
- Codebase for running (conditional) probing experiments☆22Updated 2 years ago
- code associated with ACL 2021 DExperts paper☆115Updated 2 years ago
- EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975☆37Updated last year
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- ☆58Updated 3 years ago
- ☆97Updated 2 years ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆80Updated 4 years ago
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated last year
- Implementation for https://arxiv.org/abs/2005.00652☆28Updated 2 years ago
- ☆24Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Updated 4 years ago
- Repository for ACL 2022 paper Mix and Match: Learning-free Controllable Text Generation using Energy Language Models☆42Updated 3 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- code for our EACL 2021 paper: "Challenges in Automated Debiasing for Toxic Language Detection" by Xuhui Zhou, Maarten Sap, Swabha Swayamd…☆19Updated 3 years ago
- Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (h…☆82Updated 4 years ago
- A unified approach to explain conditional text generation models. Pytorch. The code of paper "Local Explanation of Dialogue Response Gene…☆17Updated 3 years ago
- ☆40Updated last year
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆36Updated 3 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆50Updated 4 years ago
- ☆75Updated last year