Tensorflow implementation of Invariant Rationalization
☆50Feb 16, 2023Updated 3 years ago
Alternatives and similar repositories for invariant_rationalization
Users that are interested in invariant_rationalization are comparing it to the libraries listed below
Sorting:
- Tensorflow implementation for the Class-wise Selective Rationalization☆14Feb 15, 2023Updated 3 years ago
- "Deriving Machine Attention from Human Rationales" EMNLP 2018☆26Feb 15, 2019Updated 7 years ago
- Repository for SPECTRA: Sparse Structured Text Rationalization, accepted at EMNLP 2021 main conference.☆10Feb 14, 2024Updated 2 years ago
- Code for "Counterfactual Variable Control for Robust and Interpretable Question Answering"☆14Oct 13, 2020Updated 5 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Jun 10, 2021Updated 4 years ago
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆47Jun 25, 2023Updated 2 years ago
- ☆10Feb 18, 2020Updated 6 years ago
- ☆26Jun 12, 2023Updated 2 years ago
- ☆18Mar 28, 2022Updated 3 years ago
- PyTorch code to run synthetic experiments.☆434Sep 8, 2021Updated 4 years ago
- A framework to train language models to learn invariant representations.☆14Jan 24, 2022Updated 4 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation☆25Oct 2, 2020Updated 5 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Jun 14, 2020Updated 5 years ago
- Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs☆34Feb 20, 2020Updated 6 years ago
- A Flexible Generative Framework for Graph-based Semi-supervised Learning (NeurIPS 2019)☆16Nov 14, 2021Updated 4 years ago
- An Empirical Study of Invariant Risk Minimization☆27Jul 6, 2020Updated 5 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Mar 4, 2022Updated 4 years ago
- Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlat…☆11Dec 9, 2022Updated 3 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆100Nov 11, 2022Updated 3 years ago
- A dataset for realistic evaluation of noisy label methods☆14Dec 3, 2023Updated 2 years ago
- ACL 2023 *oral* paper "MGR: Multi-generator based Rationalization"☆10Nov 21, 2024Updated last year
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆17Jan 8, 2025Updated last year
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆29Jun 12, 2023Updated 2 years ago
- Unsupervised spoken sentence embeddings☆14Dec 14, 2022Updated 3 years ago
- ☆11Oct 3, 2021Updated 4 years ago
- ☆37Apr 17, 2019Updated 6 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆18Dec 15, 2020Updated 5 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Apr 26, 2021Updated 4 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆30Sep 23, 2021Updated 4 years ago
- ☆13Dec 11, 2022Updated 3 years ago
- ☆12Apr 16, 2020Updated 5 years ago
- ☆26Oct 26, 2020Updated 5 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Dec 28, 2020Updated 5 years ago
- Text classification models. Used a submodule for other projects.☆69May 28, 2019Updated 6 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆85May 7, 2021Updated 4 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago
- This repository hosts the dataset and source code for "A causal view of compositional zero-shot recognition". Yuval Atzmon, Felix Kreuk, …☆27Aug 1, 2021Updated 4 years ago
- ☆12Jul 4, 2024Updated last year