Learning distributed sentence representations for story segmentation

• Main Authors: Yu, Jia, Xie, Lei, Xiao, Xiong, Chng, Eng Siong
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Distributed Representation; Deep Neural Network
• Online Access: https://hdl.handle.net/10356/141962
• Institution: Nanyang Technological University

Traditional sentence representations such as bag-of-words (BOW) and term frequency-inverse document frequency (tf-idf) face the problem of data sparsity and may not generalize well. Neural network based representations such as word/sentence vectors are usually trained in an unsupervised way and lack...