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most citedA Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models

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cs.CL2026

The Abstraction Gap in Vision-Language Causal Reasoning

Chinh Hoang, Mohammad Rashedul Hasan

Vision-language models (VLMs) generate fluent causal explanations, but current evaluations cannot distinguish linguistic plausibility from faithful causal reasoning. We introduce a…