icml2019paper2428 / Towards-A-Deep-and-Unified-Understanding-of-Deep-Neural-Models-in-NLP
Code implementation of paper Towards A Deep and Unified Understanding of Deep Neural Models in NLP
☆72Updated 5 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
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆48Updated 4 years ago
- Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.☆41Updated 4 years ago
- This repo provides the code for the ACL 2020 paper "Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEnco…☆53Updated 4 years ago
- ☆64Updated 4 years ago
- ☆17Updated 5 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆34Updated 4 years ago
- PyTorch implementation for the paper Classification from Positive, Unlabeled and Biased Negative Data.☆19Updated last year
- Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"☆56Updated 4 years ago
- Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"☆29Updated 4 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆169Updated 3 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Uncertainty-aware Self-training☆121Updated last year
- Pytorch implementation of Bert and Pals: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning (https://arxiv.org/ab…☆82Updated 5 years ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 4 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆57Updated 3 years ago
- PyTorch Implementation of Zero-shot User Intent Detection via Capsule Neural Networks☆18Updated 5 years ago
- Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces☆58Updated 3 years ago
- Code accompanying our paper at AISTATS 2020☆21Updated 4 years ago
- NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting☆109Updated 4 years ago
- ☆38Updated 4 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆48Updated 5 years ago
- Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020☆65Updated 3 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆84Updated 3 years ago
- ☆17Updated 4 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆42Updated 5 years ago
- Reproduce the results of paper "Compressing Word Embeddings via Deep Compositional Code Learning" accepted ICLR 2018☆23Updated 6 years ago
- "Deriving Machine Attention from Human Rationales" EMNLP 2018☆27Updated 6 years ago
- Code and Models for paper "AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning. Han Guo, Ramakanth Pasunuru, and Mohit Ba…☆24Updated 5 years ago