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explanare/char-iit

A causal intervention framework to learn robust and interpretable character representations inside subword-based language models

causal-interventioncharacter-level-language-modelinterpretabilitysubword

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training

This repository contains dataset and models for ACL 2023 Findings paper: Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training.

Code to reproduce results in the paper is also available in Colab.

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MIT License
Created May 19, 2023
Updated October 14, 2025
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