most citedEliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties

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cs.CL2024

Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities

Zheyuan Zhang, Fengyuan Hu, Jayjun Lee +4

Spatial expressions in situated communication can be ambiguous, as their meanings vary depending on the frames of reference (FoR) adopted by speakers and listeners. While spatial l…

cs.CL2023

From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning

Zheyuan Zhang, Shane Storks, Fengyuan Hu +4

Pre-trained language models (PLMs) have shown impressive performance in various language tasks. However, they are prone to spurious correlations, and often generate illusory inform…