ShilinHe / interpretableNLPLinks
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
Sorting:
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632☆266Updated 3 years ago
- A repository of concepts related to neural networks for NLP☆455Updated 5 years ago
- Heuristic Analysis for NLI Systems☆125Updated 4 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago
- DGMs for NLP. A roadmap.☆391Updated 2 years ago
- ☆230Updated 4 years ago
- GeDi: Generative Discriminator Guided Sequence Generation☆210Updated 2 years ago
- A list of resources about Text Style Transfer☆59Updated 5 years ago
- ☆345Updated 3 years ago
- ☆462Updated 4 years ago
- Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)☆86Updated 2 years ago
- XAI Tutorial for the Explainable AI track in the ALPS winter school 2021☆58Updated 4 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆203Updated 2 years ago
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- ☆63Updated 3 years ago
- Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words☆122Updated 3 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 3 years ago
- ☆82Updated 3 years ago
- Pytorch implementation of "A Probabilistic Formulation of Unsupervised Text Style Transfer" by He. et. al. at ICLR 2020☆163Updated 2 years ago
- PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm☆132Updated last year
- Statistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019☆233Updated 4 years ago
- Interpretable Evaluation for AI Systems☆367Updated 2 years ago
- This repo supports various cross-lingual transfer learning & multilingual NLP models.☆92Updated last year
- ☆120Updated 5 years ago
- ☆162Updated 3 years ago
- Codebase for the Summary Loop paper at ACL2020☆44Updated last year
- Interpretable Evaluation for (Almost) All NLP Tasks☆195Updated 2 years ago