ShilinHe / interpretableNLP
A list of publications on NLP interpretability (Welcome PR)
☆168Updated 4 years ago
Alternatives and similar repositories for interpretableNLP:
Users that are interested in interpretableNLP are comparing it to the libraries listed below
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632☆265Updated 3 years ago
- XAI Tutorial for the Explainable AI track in the ALPS winter school 2021☆58Updated 4 years ago
- A repository of concepts related to neural networks for NLP☆452Updated 5 years ago
- ☆228Updated 3 years ago
- ☆96Updated 2 years ago
- A list of resources about Text Style Transfer☆59Updated 4 years ago
- ☆461Updated 3 years ago
- A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)☆132Updated last year
- Interpretable Evaluation for AI Systems☆363Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆201Updated 2 years ago
- Python code for various NLP metrics☆167Updated 5 years ago
- ☆314Updated 2 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆66Updated 4 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 3 years ago
- Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words☆122Updated 3 years ago
- PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm☆132Updated last year
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆169Updated 3 years ago
- ☆62Updated 2 years ago
- ☆344Updated 3 years ago
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year
- Heuristic Analysis for NLI Systems☆125Updated 4 years ago
- Interpretable Evaluation for (Almost) All NLP Tasks☆195Updated 2 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆362Updated 3 years ago
- ☆120Updated 4 years ago
- Hyperparameter Search for AllenNLP☆137Updated 2 weeks ago
- DGMs for NLP. A roadmap.☆389Updated 2 years ago
- Codebase for the Summary Loop paper at ACL2020☆44Updated last year