carolinlawrence / gradient-rollback
Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base completion.
☆21Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for gradient-rollback
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Updated 3 years ago
- ☆50Updated 3 years ago
- ☆48Updated last year
- ☆63Updated 2 years ago
- Suite of 500 procedurally-generated NLP tasks to study language model adaptability☆21Updated 2 years ago
- Conditional Theorem Proving☆51Updated 3 years ago
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆29Updated last year
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆20Updated 4 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)☆31Updated last year
- Influence Experiments☆35Updated last year
- Code for Residual Energy-Based Models for Text Generation in PyTorch.☆23Updated 3 years ago
- This repository contains the code used for Ordered Memory paper☆29Updated 4 years ago
- Code for the paper "UnNatural Language Inference" to appear at ACL 2021 (Long Paper)☆36Updated 3 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆49Updated last year
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 2 years ago
- Pretraining summarization models using a corpus of nonsense☆13Updated 3 years ago
- ☆12Updated 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"☆26Updated last year
- Language Model Baselines for PyTorch☆42Updated 4 years ago
- Official code for the ICLR 2020 paper 'ARE PPE-TRAINED LANGUAGE MODELS AWARE OF PHRASES? SIMPLE BUT STRONG BASELINES FOR GRAMMAR INDCUTIO…☆30Updated last year
- Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language☆90Updated 6 months ago
- ☆22Updated 3 years ago
- Exploring Few-Shot Adaptation of Language Models with Tables☆23Updated 2 years ago
- Unifew: Unified Fewshot Learning Model☆18Updated 3 years ago
- Code for the NeurIPS 2018 paper "On Controllable Sparse Alternatives to Softmax"☆22Updated 5 years ago
- Code for the paper SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts (AKBC 2021). https://openreview.net/forum?id=OF…☆25Updated 3 years ago
- ☆66Updated 2 years ago