INK-USC / DIGLinks
Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)
☆27Updated 3 years ago
Alternatives and similar repositories for DIG
Users that are interested in DIG are comparing it to the libraries listed below
Sorting:
- Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts"☆13Updated 3 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆32Updated 3 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24Updated 3 years ago
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆18Updated 4 years ago
- ☆24Updated 4 years ago
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆38Updated 3 years ago
- ☆35Updated 3 years ago
- ☆25Updated 2 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆22Updated 4 years ago
- Code Repo for the ACL21 paper "Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning"☆22Updated 3 years ago
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Updated 2 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 4 years ago
- Findings of ACL'2023: Optimizing Test-Time Query Representations for Dense Retrieval☆30Updated last year
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆42Updated 2 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Updated last year
- ☆54Updated 2 years ago
- ☆45Updated last year
- NAACL 2022: Can Rationalization Improve Robustness? https://arxiv.org/abs/2204.11790☆27Updated 2 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Updated 6 years ago
- ☆24Updated 2 years ago
- IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization☆12Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 3 years ago
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Updated 3 years ago
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- DEMix Layers for Modular Language Modeling☆53Updated 4 years ago
- ☆58Updated 3 years ago
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆56Updated 2 years ago
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆30Updated 2 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 3 years ago