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20222026
most citedError-controlled non-additive interaction discovery in machine learning models

1 citations · 1 across the 5 of their papers we have counts for

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cs.CL2026

Real Images, Worse Judgments: Evaluating Vision-Language Models on Concreteness and Imagery

Yifan Jiang, Ruoxi Ning, Sheng Yao +1

Visual inputs are often assumed to improve language understanding in multimodal models. We examine this assumption by asking whether vision-language models (VLMs) can distinguish u…

cs.CL2026

Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models

Yifan Jiang, Dae Yon Hwang, Jesse C. Cresswell +1

Chart question-answering (QA) benchmarks aim to pose questions that require visual reasoning to correctly answer, but vision-language models (VLMs) can often reach solutions throug…