code-terminator / classwise_rationaleLinks
Tensorflow implementation for the Class-wise Selective Rationalization
☆14Updated 2 years ago
Alternatives and similar repositories for classwise_rationale
Users that are interested in classwise_rationale are comparing it to the libraries listed below
Sorting:
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 3 years ago
- Conditional Theorem Proving☆53Updated 4 years ago
- Semantic Loss code☆62Updated 6 years ago
- Tensorflow implementation of Invariant Rationalization☆49Updated 2 years ago
- Gromov-Wasserstein Alignment of Embeddings☆68Updated 4 years ago
- ☆65Updated last year
- Tools for robustness evaluation in interpretability methods☆10Updated 4 years ago
- End-to-End Differentiable Proving☆90Updated 7 years ago
- Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base comp…☆21Updated 4 years ago
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2…☆41Updated 3 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Updated 3 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆85Updated 4 years ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆53Updated 2 years ago
- Rep the Set: Neural Networks for Learning Set Representations☆29Updated 5 years ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆18Updated 4 years ago
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆15Updated 3 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆12Updated 4 years ago
- ☆10Updated 6 years ago
- Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language☆96Updated last year
- Code accompanying our paper at AISTATS 2020☆21Updated 4 years ago
- Reference implementations of basic and advanced hypergraph algorithms.☆49Updated last year
- [EMNLP 2020] Data and PyTorch code of ConjNLI: Natural Language Inference over Conjunctive Sentences☆11Updated 5 years ago
- Implementation of the first neural natural logic paper on natural language inference☆11Updated 3 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆37Updated 2 years ago
- Active Imitation Learing with Noisy Guidance☆10Updated 5 years ago
- Deep Weighted Averaging Classifiers☆23Updated 6 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Updated last year
- Codebase implementing LMs for learning the Dyck-(k,m) bounded hierarchical language☆16Updated 5 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Updated 4 years ago
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆87Updated last year