Author

Lu Wang

2 papers indexed here

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#natural language process... May 2026

PatchBoard: Schema-Grounded State Mutation for Reliable and Auditable LLM Multi-Agent Collaboration

PatchBoard is introduced, a schema-grounded collaboration architecture that replaces inter-agent dialogue with validated JSON Patch mutations over a shared structured state that achieves an 84.6% success rate on matched ALFWorld episodes.

Shuyu Zhang, Yaqi Shi, Jia-Rui Zhang et al. · arXiv.org · 1 citation

#natural language process... Preprint Aug 2026

Co-Evolving Actor-Conditioned Critics for Non-Verifiable Generation

TAIScore (Targeted Actionable Improvement Score), a reward that evaluates the instruction, initial response, critique, and revision together, assessing whether the critique targets a real weakness, whether the actor follows it, and whether the intended aspect improves, is introduced.

Jinyoung Kim, Muhammad Khalifa, L. Logeswaran et al. · 0 citations