icml2019paper2428 / Towards-A-Deep-and-Unified-Understanding-of-Deep-Neural-Models-in-NLPLinks
Code implementation of paper Towards A Deep and Unified Understanding of Deep Neural Models in NLP
☆73Updated 6 years ago
Alternatives and similar repositories for Towards-A-Deep-and-Unified-Understanding-of-Deep-Neural-Models-in-NLP
Users that are interested in Towards-A-Deep-and-Unified-Understanding-of-Deep-Neural-Models-in-NLP are comparing it to the libraries listed below
Sorting:
- This repo provides the code for the ACL 2020 paper "Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEnco…☆55Updated 4 years ago
- Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.☆42Updated 5 years ago
- ☆83Updated 5 years ago
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆34Updated 4 years ago
- Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"☆30Updated 4 years ago
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago
- code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076☆101Updated 5 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Updated 6 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆42Updated 6 years ago
- ☆93Updated 5 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- Pytorch implementation of Bert and Pals: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning (https://arxiv.org/ab…☆83Updated 6 years ago
- Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"☆54Updated 5 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆49Updated 5 years ago
- ☆121Updated 6 years ago
- NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting☆109Updated 4 years ago
- ☆38Updated 5 years ago
- ☆46Updated 5 years ago
- ☆63Updated 5 years ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 5 years ago
- ☆17Updated 5 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆84Updated 4 years ago
- Uncertainty-aware Self-training☆121Updated last year
- Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力…☆131Updated 4 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 5 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆47Updated 5 years ago
- ☆15Updated 4 years ago
- ☆75Updated 2 years ago
- Adversarial Training for Natural Language Understanding☆251Updated last year