4 papers
LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
Ruilin Yao, Bo Zhang, Jirui Huang +18
Multimodal Large Language Models (MLLMs) have achieved significant advances in integrating visual and linguistic information, yet their ability to reason about complex and real-wor…
Extending Evidence Accumulation Models to Bounded Continuous Self-report Data
Yufei Wu, Tamás Szűcs, Agnes Moors +1
Evidence accumulation models (EAMs) provide a powerful framework for inferring latent cognitive processes from choice and reaction time data. While EAMs are traditionally limited t…
Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive Models
Yufei Wu, Stefan T. Radev, Francis Tuerlinckx
Contaminant observations and outliers often cause problems when estimating the parameters of cognitive models, which are statistical models representing cognitive processes. In thi…
Coordinated Reinforcement Learning Prefetching Architecture for Multicore Systems
Mohammed Humaid Siddiqui, Fernando Guzman, Yufei Wu +1
Hardware prefetching is critical to fill the performance gap between CPU speeds and slower memory accesses. With multicore architectures becoming commonplace, traditional prefetche…