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?"☆21Updated 4 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Updated last year
- ☆63Updated 2 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 2 years ago
- Probing task; contextual embeddings -> textual definitions (EMNLP19)☆11Updated 3 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆49Updated 2 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆31Updated 3 years ago
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆17Updated 2 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Updated 4 years ago
- ☆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
- ☆67Updated 2 years ago
- Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://relic.cs.umass.edu).☆20Updated 2 years ago
- ☆12Updated 4 years ago
- ☆26Updated 2 years ago
- Unifew: Unified Fewshot Learning Model☆18Updated 3 years ago
- [NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Lan…☆14Updated 2 years ago
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆29Updated 2 years ago
- Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers☆20Updated 4 years ago
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆30Updated last year
- This repo contains the code and data used in the paper "Wizard of Search Engine: Access to Information Through Conversations with Search …☆21Updated 3 years ago
- ☆9Updated 3 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆31Updated last year
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)☆31Updated last year
- Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base comp…☆21Updated 4 years ago
- Exploring Few-Shot Adaptation of Language Models with Tables☆23Updated 2 years ago
- ☆50Updated 3 years ago