Generating Tips from Song Reviews: A New Dataset and Framework

Abstract

Propose a new task of tips generation from music reviews to facilitate users' decision-making process.• Summarize the characteristics of tips in music domain and release the first annotated Chinese dataset named MTIPS for tip generation.• Present a novel framework named GENTMS which combines content-based ranking, stylistic ranking and diversityweighted re-ranking to automatically produce tips from music reviews.