A Study Of Dialog Summarization Across Datasets And Domains
Aarthi Ranganathan, Sai Gowtham Tamminaina, Gaurav Raina · 2023
This study of dialog summarization covers multi-domain, multimodal and multilingual datasets, and the potential challenges in the different domains. The scope and progress of this rapidly evolving topic rely on the availability of datasets and emerging domains. Such a study can facilitate the cross-application of datasets to different domains to refine models and also aid scenarios where there is a lack of data in privacy-sensitive settings. Further, our work can enable the cross-fertilization of ideas across domains and in different contexts. Our study encompasses current and emerging domains, a comprehensive compilation of datasets, and avenues for further research.