ReflectSumm: A Benchmark for Course Reflection Summarization

arXiv:2403.19012v1 Announce Type: new
Abstract: This paper introduces ReflectSumm, a novel summarization dataset specifically designed for summarizing students' reflective writing. The goal of ReflectSumm is to facilitate developing and evaluating novel summarization techniques tailored to real-world scenarios with little training data, %practical tasks with potential implications in the opinion summarization domain in general and the educational domain in particular. The dataset encompasses a diverse range of summarization tasks and includes comprehensive metadata, enabling the exploration of various research questions and …

abstract arxiv benchmark course cs.ai cs.cl data dataset domain general novel opinion paper practical students summarization summarizing tasks training training data type world writing