code-terminator / invariant_rationalization
Tensorflow implementation of Invariant Rationalization
☆49Updated 2 years ago
Alternatives and similar repositories for invariant_rationalization:
Users that are interested in invariant_rationalization are comparing it to the libraries listed below
- Group-conditional DRO to alleviate spurious correlations☆15Updated 3 years ago
- ☆64Updated 4 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆67Updated 5 years ago
- ☆65Updated 8 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- ☆15Updated 3 years ago
- Dispersed Exponential Family Mixture VAE☆28Updated 4 years ago
- This repo provides the code for the ACL 2020 paper "Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEnco…☆54Updated 4 years ago
- ☆30Updated 3 years ago
- ☆44Updated 3 years ago
- [WNGT(2019)] On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation☆11Updated 2 years ago
- HSML for ICML 2019☆51Updated 5 years ago
- Code for the NeurIPS 2018 paper "On Controllable Sparse Alternatives to Softmax"☆23Updated 5 years ago
- ☆17Updated 4 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆39Updated 3 years ago
- ☆38Updated 4 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- Hyperbolic Neural Networks, pytorch☆86Updated 5 years ago
- PyTorch implementation for the paper Classification from Positive, Unlabeled and Biased Negative Data.☆19Updated last year
- ☆14Updated 5 years ago
- Variational Transformers for Diverse Response Generation☆81Updated 8 months ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 4 years ago
- ☆50Updated 2 years ago
- Code accompanying our paper at AISTATS 2020☆21Updated 4 years ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 5 years ago
- ☆26Updated 4 years ago
- Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variab…☆28Updated 3 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆73Updated 3 years ago
- This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …☆24Updated 2 years ago