jamie-murdoch / ContextualDecomposition
Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"
☆56Updated 4 years ago
Alternatives and similar repositories for ContextualDecomposition:
Users that are interested in ContextualDecomposition are comparing it to the libraries listed below
- PyTorch code for meta seq2seq learning☆43Updated 5 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆169Updated 3 years ago
- Text classification models. Used a submodule for other projects.☆68Updated 5 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 3 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆168Updated 6 years ago
- Code for "Language GANs Falling Short"☆59Updated 3 years ago
- Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch☆71Updated 3 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆84Updated 3 years ago
- Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"☆77Updated 3 years ago
- Checking the interpretability of attention on text classification models☆48Updated 5 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Updated 5 years ago
- "Deriving Machine Attention from Human Rationales" EMNLP 2018☆27Updated 6 years ago
- ☆64Updated 4 years ago
- Code for "Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?"☆46Updated last year
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Updated 4 years ago
- Deep Weighted Averaging Classifiers☆23Updated 6 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆54Updated 3 years ago
- The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017☆14Updated 6 years ago
- Code for SPINE - Sparse Interpretable Neural Embeddings. Jhamtani H.*, Pruthi D.*, Subramanian A.*, Berg-Kirkpatrick T., Hovy E. AAAI 20…☆52Updated 5 years ago
- An implementation of semi-supervised VAE for morphology reinflection.☆26Updated 5 years ago
- Code accompanying the paper "Effective Estimation of Deep Generative Language Models".☆25Updated 4 years ago
- Code for "Rissanen Data Analysis: Examining Dataset Characteristics via Description Length" by Ethan Perez, Douwe Kiela, and Kyungyhun Ch…☆35Updated 3 years ago
- Code for the paper "Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets", to be presented at NAACL 2019.☆19Updated 5 years ago
- Implementation of the paper: Specializing pretrained word embeddings (for parsing) by IB☆52Updated 2 years ago
- Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"☆33Updated 6 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Learn models that are robust to spurious correlations in the dataset.☆26Updated 5 years ago
- Aspect-augmented Adversarial Networks for Domain Adaptation☆49Updated 8 years ago
- The Official Repo for "Learning to Write with Cooperative Discriminators"☆57Updated 6 years ago
- Text classification code described in "SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines" by Roy Schwartz, Sam Thomson and No…☆54Updated 2 years ago