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MultiInpaintCOCO: Fine-Grained Visual Understanding in Multiple Languages

Paper recorded by Signals 4 on 2026-11-02 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-11-02 on arXiv · recorded by Signals 4 on 2026-11-03

Category: cs.CL · 自然语言处理 · first seen 2026-11-03

Abstract

Previous research shows that vision-language (VL) models struggle to understand fine-grained image details and tend to focus on the overall layout. Moreover, any weakness in English tends to be further amplified in the multilingual setting. To study that, we extend InpaintCOCO, an English dataset focused on fine-grained visual details, to 13 typologically diverse languages across five language fam

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#21 most recent of 628 cs.CL papers we have recorded · ↑ newer: Steering with Multilingual Lexicons for Sentiment Control in Low-Resou · ↓ older: LLMs Depend on Specialist Tools for Out-of-Distribution Generalization
Cite this page: MultiInpaintCOCO: Fine-Grained Visual Understanding in Multiple Languages: the #21 most recent of 628 cs.CL papers we have recorded (as of 2026-11-02). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/multiinpaintcoco-fine-grained-visual-understanding-in-multiple-languages.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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