2 papers
cs.CL2026
PetriBench: Benchmarking LLM Reasoning over Dynamic State Spaces
Pyrros Koussios, Benjamin Jäger, John Hua Yao +3
Characterizing LLM reasoning remains an open challenge, as many existing benchmarks isolate specific reasoning skills, rely on external knowledge, or are costly to extend. We intro…
cs.LG2026
[Re] Benchmarking LLM Capabilities in Negotiation through Scoreable Games
Jorge Carrasco Pollo, Ioannis Kapetangeorgis, Joshua Rosenthal +1
Large Language Models (LLMs) demonstrate significant potential in multi-agent negotiation tasks, yet evaluation in this domain remains challenging due to a lack of robust and gener…