ReCQR: Incorporating conversational query rewriting to improve Multimodal Image Retrieval

1. 1Identify the limitations of existing image retrievers in handling long texts and unclear user expressions
2. 2Construct a dedicated multi-turn dialogue query rewriting dataset to support conversational query rewriting
3. 3Develop and train a model that incorporates conversational query rewriting to improve image retrieval accuracy
4. 4Evaluate the performance of the ReCQR model on a benchmark dataset and compare it to existing image retrievers

AI engineers and researchers on a team can benefit from this approach to improve the accuracy of image retrieval models, while product managers can leverage this technology to enhance user experience

💡 Incorporating conversational query rewriting can significantly improve the accuracy of multimodal image retrieval models

📸 Improve image retrieval with ReCQR, a conversational query rewriting approach!