ShilinHe / interpretableNLPLinks
A list of publications on NLP interpretability (Welcome PR)
☆168Updated 5 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"☆200Updated 5 years ago
- Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632☆265Updated 4 years ago
- DGMs for NLP. A roadmap.☆395Updated 3 years ago
- A list of resources about Text Style Transfer☆59Updated 5 years ago
- A repository of concepts related to neural networks for NLP☆455Updated 4 months ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆101Updated 3 years ago
- ☆344Updated 4 years ago
- Python code for various NLP metrics☆169Updated 6 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆171Updated 4 years ago
- ☆471Updated 4 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆69Updated 5 years ago
- ☆121Updated 5 years ago
- ☆322Updated 3 years ago
- A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)☆138Updated 2 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…☆359Updated 3 years ago
- GeDi: Generative Discriminator Guided Sequence Generation☆211Updated 7 months ago
- Heuristic Analysis for NLI Systems☆128Updated 5 years ago
- Interpretable Evaluation for AI Systems☆365Updated 2 years ago
- Interpretable Evaluation for (Almost) All NLP Tasks☆195Updated 4 months ago
- Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in …☆126Updated 5 years ago
- New dataset☆311Updated 4 years ago
- Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)☆86Updated 3 years ago
- ☆231Updated 4 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆48Updated 4 years ago
- Fact Extraction and VERification baseline published in NAACL2018☆129Updated 3 years ago
- ☆81Updated 5 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆229Updated 2 years ago
- This is the Grammarly's Yahoo Answers Formality Corpus☆108Updated 7 months ago
- PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm☆133Updated 2 years ago
- Codebase for the Summary Loop paper at ACL2020☆46Updated 2 years ago