Conversational Query Rewrite

Conversational query rewrite focuses on improving the clarity and completeness of user queries within a dialogue context, aiming to generate more precise and effective search requests. Current research emphasizes techniques like contrastive learning and co-training to address data scarcity and improve model robustness, particularly for multimodal scenarios involving images and text. This area is significant because improved query rewriting can enhance the performance of conversational AI systems and information retrieval, leading to more effective and satisfying user experiences across various applications.