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48 public repositories
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A system to produce counterfactual explanations for biased recommendation results. We design, implement and evaluate efficient algorithms for computing counterfactual explanations that scale for large datasets.
Updated
Jun 5, 2024
Jupyter Notebook
Updated
May 28, 2020
Jupyter Notebook
Parsing a resume, predicting whether it will get screened for a given job description or not and generating counterfactual suggestions.
Updated
Jan 18, 2024
Python
Anti-faCtual COmmonsense Reasoning Disentanglement
Updated
Jun 6, 2024
Python
Updated
Sep 25, 2021
Python
The effectiveness of individual NPI among the 42 states in the US where death count exceeded 100 during the first wave of the COVID-19 pandemic
Interpretation of Black-Box Model with Counterfactual with Whale optimization and Genetic Algorithm
Updated
Mar 25, 2022
Python
TabPert : An Effective Platform for Tabular Perturbation
Updated
Jan 19, 2022
HTML
This project aims to implement the Multi-task-Stacked-Bi-LSTMs applied in detecting the span of the counterfactual statement using ELMo Word Embedding and POS tags.
Updated
Jul 24, 2022
Python
An Automated Framework to Construct Datasets for Assessing Knowledge Editing or Multi-Hop Reasoning Capability of Language Models.
Updated
Jun 8, 2024
Python
Python's pluggable backtester
Updated
May 29, 2024
Python
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks, IEEE TKDE 2023
Updated
Dec 18, 2023
Python
Updated
Jan 20, 2023
Python
Causal analysis for the Kappa language.
Updated
Aug 14, 2017
JavaScript
Updated
Jul 29, 2022
Python
counterfactual explanations for XGBoost and tree ensemble models - counterfactual reasoning - model interpretability
Implementation of the AAAI-2021 paper Sketch and Customize: A Counterfacutal Story Generator .
Updated
Apr 9, 2021
Python
Official repository of the paper Face Presentation Attack Detection by Eacavating Causal Clues and Adapting Embedding Statistics
Updated
Aug 29, 2023
Python
Updated
Feb 16, 2021
Stata
[EMNLP 2021] Table-based Fact Verification with Salience-aware Learning.
Updated
Nov 22, 2022
Python
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