most citedMultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models

4 citations · 4 across the 3 of their papers we have counts for

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cs.CL2026

PolySQL: Scaling Text-to-SQL Evaluation Across SQL Dialects via Automated Backend Isomorphism

Yotam Perlitz, Elad Venezian, Corentin Royer +2

SQL dialects vary in syntax, types, and functions across database engines. Text-to-SQL benchmarks, however, predominantly support only SQLite. This creates a critical evaluation ga…

cs.CL2026

Process Supervision for Chain-of-Thought Reasoning via Monte Carlo Net Information Gain

Corentin Royer, Debarun Bhattacharjya, Gaetano Rossiello +2

Multi-step reasoning improves the capabilities of large language models (LLMs) but increases the risk of errors propagating through intermediate steps. Process reward models (PRMs)…