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Popular GitHub Repositories for Counterfactuals

Discover the most popular open-source projects and tools related to Counterfactuals, and stay updated with the latest development trends and innovations.

Causal Gen

0
causality

(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

62
4个月前
0

Counterfactuals For Sentiment Analysis

0
huggingface-transformer

ACL-21 Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis

28
1年前
0

Cf Shap

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algorithmic-recourse

Counterfactual SHAP: a framework for counterfactual feature importance

20
4个月前
0

Cf Shap Facct22

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algorithmic-recourse

Counterfactual Shapley Additive Explanation: Experiments

11
4个月前
0

Explain Then Predict

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adversarial-attacks

Source code for the BlackBoxNLP 2024 @ EMNLP paper "Enhancing adversarial robustness in Natural Language Inference using explanations"

10
5个月前
0

CCRAL

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active-learning

Classifier with Counterfactual Samples and Active Learning

4
5个月前
0

Coupled Llm Evaluation

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causality

Code for "Evaluation of Large Language Models via Coupled Token Generation", Arxiv 2025.

2
6个月前
0

Convex Hull Iteration

0
causal-inference

This repository contains code which accompanies the paper: Assessing Model Behaviour on Extreme Counterfactuals (https://www.researchgate.net/publication/360912277_Assessing_Model_Behaviour_on_Extreme_Counterfactuals)

0
3年前
0