Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques

N Hayatin, S Alias, LP Hung - Knowledge and Information Systems, 2024 - Springer
Sentiment Summarization is an automated technology that extracts important features of
sentences and then reorganizes selected words or sentences by their aspect class and …

Unsupervised multi-granularity summarization

M Zhong, Y Liu, S Ge, Y Mao, Y Jiao, X Zhang… - arXiv preprint arXiv …, 2022 - arxiv.org
Text summarization is a user-preference based task, ie, for one document, users often have
different priorities for summary. As a key aspect of customization in summarization …

[PDF][PDF] Unsupervised summarization with customized granularities

M Zhong, Y Liu, S Ge, Y Mao, Y Jiao… - arXiv preprint arXiv …, 2022 - microsoft.com
Text summarization is a personalized and customized task, ie, for one document, users often
have different preferences for the summary. As a key aspect of customization in …

GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews

M Darrin, I Arous, P Piantanida… - arXiv preprint arXiv …, 2024 - arxiv.org
Scientific peer review is essential for the quality of academic publications. However, the
increasing number of paper submissions to conferences has strained the reviewing process …

Identifying Topic-Problem Instances Based on Syntactic Dependency Enhancement

W Lu, L Xiaoqiu - Data Analysis and Knowledge …, 2023 - manu44.magtech.com.cn
[Objective] This paper aims to identify the defects, deficiencies, and difficulties of existing
research on a given topic.[Methods] First, we transformed the topic-problem instance pair …