most citedMitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization

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cs.CL2026

Context-Agent: Dynamic Discourse Trees for Non-Linear Dialogue

Junan Hu, Shudan Guo, Wenqi Liu +2

Large Language Models demonstrate outstanding performance in many language tasks but still face fundamental challenges in managing the non-linear flow of human conversation. The pr…