
Leveraging language model-based conversation summarization to enable effective and efficient retrieval of similar dialogues for few-shot dialogue state tracking.


coremsg

effective-conversation-retrieval-for-dialogue-state-tracking-using-implicit-text-summaries


Effective Conversation Retrieval for Dialogue State Tracking using Implicit Text Summaries


title_rewrite


A novel approach that synergizes dynamic demonstration retrieval and cognitive-aspect situation understanding to enhance the quality of emotional support provided in conversational systems.


dynamic-retrieval-and-cognitive-understanding-for-empathetic-emotional-support-conversations


Dynamic Retrieval and Cognitive Understanding for Empathetic Emotional Support Conversations



Hexa is a self-improving method that can enhance the performance of modular dialogue systems by leveraging a novel bootstrapping scheme with guided prompts and a modified loss function to generate diverse and appropriate intermediate steps and final responses without access to ground truth data.


hexa-a-self-improving-approach-for-knowledge-grounded-dialogue-systems


Hexa: A Self-Improving Approach for Knowledge-Grounded Dialogue Systems
