Aman Patel

Georgia Institute of Technology

Papers on Lattice

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Research focus

Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)Multimodal Models (1)

Frequent co-authors

Michael Galarnyk (1)Siddharth Lohani (1)Vidhyakshaya Kannan (1)Sagnik Nandi (1)

Papers (1)

May 27, 2026

Wallace H. Coulter Department of BiomedicalMay 27, 2026·also College of Computing, Duke, Georgia Tech, Sai University

IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents

Multimodal models can't reliably judge financial chart quality in IPO filings, diverging significantly from human experts and revealing a gap in real-world reasoning.

Michael Galarnyk, Siddharth Lohani, Vidhyakshaya Kannan +8

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Multimodal Models

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Aman Patel

Research focus

Frequent co-authors

Papers (1)