tianlu-wang / Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-ModelsLinks
NAACL 2022 Findings
☆15Updated 3 years ago
Alternatives and similar repositories for Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-Models
Users that are interested in Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-Models are comparing it to the libraries listed below
Sorting:
- ☆26Updated 2 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 2 years ago
- ☆11Updated 3 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆143Updated 7 months ago
- ☆89Updated 3 years ago
- ☆26Updated 4 years ago
- A framework for assessing and improving classification fairness.☆33Updated 2 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆80Updated 3 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 4 years ago
- ☆24Updated 4 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- A codebase for ACL 2023 paper: Mitigating Label Biases for In-context Learning☆10Updated 2 years ago
- ☆97Updated 2 years ago
- ☆89Updated 3 months ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆87Updated last year
- Implementation for https://arxiv.org/abs/2005.00652☆28Updated 2 years ago
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago
- ☆17Updated 4 years ago
- ☆11Updated 3 years ago
- ☆15Updated 4 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Updated last year
- ☆31Updated 4 years ago
- Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal I…☆32Updated 2 years ago
- ☆25Updated 2 months ago
- Data set for LREC 2020 paper "I Feel Offended, Don't Be Abusive!"☆18Updated last year
- ☆52Updated 2 years ago
- ☆141Updated last year
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated 2 years ago
- Source code and data for ADEPT: A DEbiasing PrompT Framework (AAAI-23).☆15Updated 7 months ago
- ☆63Updated 5 years ago