Swastik Roy PRO

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authored 4 papers 3 months ago

BeyondBench: Benchmark-Free Evaluation of Reasoning in Language Models

Paper • 2509.24210 • Published Sep 29, 2025

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation

Paper • 2511.15958 • Published Nov 20, 2025 • 1

SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning

Paper • 2512.03244 • Published Dec 2, 2025 • 17

OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning

Paper • 2510.18032 • Published Oct 20, 2025