shauli-ravfogel / nullspace_projection
☆89Updated 2 years ago
Alternatives and similar repositories for nullspace_projection:
Users that are interested in nullspace_projection are comparing it to the libraries listed below
- ☆39Updated 3 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆65Updated 2 years ago
- ☆63Updated 5 years ago
- ☆96Updated 2 years ago
- ☆24Updated 3 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated 8 months ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆76Updated 3 years ago
- ☆11Updated 2 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- Pytorch implementation of DiffMask☆55Updated last year
- This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".☆88Updated 3 years ago
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆36Updated 3 years ago
- Repository describing example random control tasks for designing and interpreting neural probes☆32Updated 2 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- ☆26Updated 2 years ago
- This code accompanies the paper "Information-Theoretic Probing for Linguistic Structure" published in ACL 2020.☆21Updated 5 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago
- Diagnostic tests for linguistic capacities in language models☆66Updated 3 years ago
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆54Updated 3 years ago
- Implementation for https://arxiv.org/abs/2005.00652☆28Updated 2 years ago
- ☆44Updated last year
- How Contextual are Contextualized Word Representations?☆41Updated 5 years ago
- ☆39Updated 5 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Updated 4 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 2 years ago
- ☆42Updated 4 years ago
- Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (h…☆82Updated 4 years ago
- Code and data for "A Systematic Assessment of Syntactic Generalization in Neural Language Models"☆28Updated 3 years ago
- ☆58Updated 3 years ago