4 citations · 5 across the 5 of their papers we have counts for
3 papers · 1 filter
VERDICT: Visual Extraction-Result Decoder with Integrated Confidence and Traceable Evidence
Harikrishnan P M, Goutham Vignesh, Siva Prasad +5
Enterprises run schema-guided structured field extraction on documents with frontier multimodal models, and accuracy keeps improving as new models and systems arrive. Two things ha…
Stop Thinking, Start Looking: Efficient Post-Training for Multimodal Document Question Answering via Reasoning-Free Alignment
Harikrishnan P M, Goutham Vignesh, Ganesh Parab +4
Efficient multimodal document question answering with explicit visual grounding, locating the precise document region that supports each answer remains an open challenge. Current a…
DocAnnot -- Accelerating the Creation of Key Information Extraction Datasets with GenAI-Powered Auto-annotation
Siddartha Reddy, Harikrishnan P M, Goutham Vignesh +2
Key Information Extraction (KIE) is vital for many document applications, but creating training datasets is traditionally a time-consuming manual process. We introduce DocAnnot, a…