Browsing: Improving

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arXiv:2601.14652v1 Announce Type: new Abstract: While multi-agent systems (MAS) promise elevated intelligence through coordination of agents, current approaches to automatic…

[Submitted on 18 Dec 2025] View a PDF of the paper titled A Solver-in-the-Loop Framework for Improving LLMs on Answer…

[Submitted on 6 Jul 2025 (v1), last revised 17 Dec 2025 (this version, v3)] View a PDF of the paper…

arXiv:2512.05700v1 Announce Type: cross Abstract: We present a methodology for improving the accuracy of faithfulness evaluation in Large Language Models…

[Submitted on 15 Jul 2025 (v1), last revised 3 Dec 2025 (this version, v2)] View a PDF of the paper…