successar / AttentionExplanation
☆312Updated 2 years ago
Alternatives and similar repositories for AttentionExplanation:
Users that are interested in AttentionExplanation are comparing it to the libraries listed below
- A list of publications on NLP interpretability (Welcome PR)☆168Updated 4 years ago
- Neural Text Generation with Unlikelihood Training☆309Updated 3 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆57Updated 3 years ago
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆310Updated 4 years ago
- Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"☆56Updated 4 years ago
- Code for the paper "Are Sixteen Heads Really Better than One?"☆171Updated 4 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆169Updated 3 years ago
- NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting☆109Updated 4 years ago
- Checking the interpretability of attention on text classification models☆47Updated 5 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆198Updated 4 years ago
- ☆461Updated 3 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- Code implementation of paper Towards A Deep and Unified Understanding of Deep Neural Models in NLP☆72Updated 5 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆381Updated last year
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆168Updated 6 years ago
- Latent Alignment and Variational Attention☆327Updated 6 years ago
- Source code for "Efficient Training of BERT by Progressively Stacking"☆112Updated 5 years ago
- A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and T…☆210Updated 3 years ago
- PyTorch code for EMNLP 2020 Paper "Vokenization: Improving Language Understanding with Visual Supervision"☆186Updated 3 years ago
- ☆245Updated 5 years ago
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆184Updated last year
- Neural network parametrized objective to disentangle and transfer style and content in text☆139Updated 5 years ago
- Code for NIPS 2018 paper 'Frequency-Agnostic Word Representation'☆115Updated 5 years ago
- Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)☆127Updated 5 years ago
- Pytorch implementation of Bert and Pals: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning (https://arxiv.org/ab…☆82Updated 5 years ago
- Adversarial Training for Natural Language Understanding☆252Updated last year
- PyTorch DataLoader for seq2seq☆84Updated 5 years ago
- Text classification models. Used a submodule for other projects.☆68Updated 5 years ago
- ☆395Updated 6 years ago