A three-agent domain-independent framework with distribution-balanced DPO training reaches Combined 106.3 on MultiWOZ 2.2 with Qwen2.5-7B, the best score among the compared baselines.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MA 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy
A three-agent domain-independent framework with distribution-balanced DPO training reaches Combined 106.3 on MultiWOZ 2.2 with Qwen2.5-7B, the best score among the compared baselines.