Papers by Ke-Wei Huang
The Proxy Presumption: From Semantic Embeddings to Valid Social Measures (2026.acl-long)
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| Challenge: | Natural Language Processing is evolving into a primary instrument for Computational Social Science . but, this transition faces a validity challenge: the “Proxy Presumption” . |
| Approach: | They propose a method to bridge the gap between semantic embeddings and valid social measures by using the Construct Validity Protocol. |
| Outcome: | The proposed method bridges the gap between semantic embeddings and valid social measures . it reduces confounding in embeddable space and provides a standardized Validity Suite . |