Author

Aline Villavicencio

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#natural language process... Preprint Sep 2026

MWE-ECL: Recoverable Long-Range Context Does Not Always Override Local Lexical Priors

This work introduces Multiword Expression Effective Context Length (MWE-ECL), a bilingual diagnostic whose matched anchor-retrieval, no-anchor prior, and interpretation prompts measure explicit recoverability, model-observed defaults, and anchor-conditioned decisions, respectively.

Wei He, Aline Villavicencio, R. Wilkens et al. · 0 citations

#natural language process... Preprint Aug 2026

Reading Between the Frames: Interpreting Implicit and Non-literal Meaning in Social Media Videos

A benchmark for evaluating whether models can infer the implicit, non-linear, and rhetorically layered meanings of social media videos that appear nonsensical on the surface but convey deliberate pragmatic meanings, and a diagnostic setting for measuring the gap between multimodal perception and pragmatic comprehension...

Yang Wang, Ya-Nan Ma, Yiqi Liu et al. · 0 citations