Author

Shubham Pathak

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#computer vision Preprint Oct 2026

VELD-QA: A Large-Scale Dataset for Visual Evidence Grounding and Question Answering in Long Documents

Existing long-document QA benchmarks rarely combine large-scale human-authored questions with detailed visual evidence annotations, limiting diagnosis of evidence localization and interpretation failures. We present VELD-QA, a large-scale benchmark for Visual Evidence grounding and question answering in Long Documents....

Zhivar Sourati, Marianne Menglin Liu, Rong Wang et al. · 0 citations

Preprint Aug 2026

PLSQLBench: Benchmarking LLM Systems for Executable Procedural Database Programming

PLSQLBench is the first benchmark for evaluating whether LLMs can write executable PL/SQL programs, with correctness measured through execution-based tests, and recurring difficulties in schema grounding, PL/SQL dialect fidelity, procedural control flow, exception handling, and cross-turn consistency are revealed.

Marianne Menglin Liu, Leonid Boytsov, Daniel W. Peterson et al. · 0 citations