2 papers
cs.CL2025
Enhancing Financial VQA in Vision Language Models using Intermediate Structured Representations
Archita Srivastava, Abhas Kumar, Rajesh Kumar +1
Chart interpretation is crucial for visual data analysis, but accurately extracting information from charts poses significant challenges for automated models. This study investigat…
cs.CL2024
CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs
Abhas Kumar, Kapil Pathak, Rajesh Kavuru +1
This paper analyzes the performance of Small Language Models (SLMs) and Vision Language Models (VLMs) and evaluates the trade-off between model performance and carbon emissions acr…