peterbhase / ExplanationRoles
Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"
☆14Updated 4 years ago
Alternatives and similar repositories for ExplanationRoles:
Users that are interested in ExplanationRoles are comparing it to the libraries listed below
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆20Updated 4 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Updated last year
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 2 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆31Updated 3 years ago
- ☆12Updated 3 years ago
- ☆24Updated 3 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)☆31Updated last year
- Code for the paper "UnNatural Language Inference" to appear at ACL 2021 (Long Paper)☆36Updated 3 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆57Updated last year
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆30Updated last year
- ☆9Updated 3 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Updated 3 years ago
- This repository contains some of the code used in the paper "Training Language Models with Langauge Feedback at Scale"☆27Updated last year
- ☆48Updated last year
- ☆63Updated 2 years ago
- A unified approach to explain conditional text generation models. Pytorch. The code of paper "Local Explanation of Dialogue Response Gene…☆17Updated 2 years ago
- ☆50Updated 3 years ago
- Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://relic.cs.umass.edu).☆20Updated 2 years ago
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆42Updated last year
- Group-conditional DRO to alleviate spurious correlations☆15Updated 3 years ago
- ☆13Updated last year
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 4 years ago
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆17Updated 2 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- Source Code for "Teaching Machine Comprehension with Compositional Explanations" (Findings of EMNLP 2020)☆11Updated 4 years ago
- Explicit Alignment Objectives for Multilingual Bidirectional Encoders☆13Updated 3 years ago
- ☆15Updated 3 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆69Updated 5 months ago
- Pytorch implementation of DiffMask☆55Updated last year