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Identifying and interpreting non-aligned human conceptual representations using language modeling
In applying this method, we show that congenital blindness induces conceptual reorganization in both a-modal and sensory-related verbal domains, and we identify the associated semantic shifts.
Enhancing Interpretability using Human Similarity Judgements to Prune Word Embeddings
Focusing on word embeddings, we present a supervised-learning method that, for a given domain (e. g., sports, professions), identifies a subset of model features that strongly improve prediction of human similarity judgments.
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