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

arxiv.org/abs/2212.09897

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

arxiv.org/abs/2212.09897

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subword interpretability character-level-language-model causal-intervention

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