BriefGPT.xyz
Oct, 2020
使用深度学习将句法结构纳入目标观点词提取中
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning
HTML
PDF
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
TL;DR
本文提出了一种结合句子的句法信息和词语之间的句法连接的深度学习模型，并引入一种新颖的正则化技术，以提高目标意见词提取任务的性能，该模型在四个基准数据集上取得了最优表现。
Abstract
targeted opinion word extraction
(TOWE) is a sub-task of aspect based sentiment analysis (ABSA) which aims to find the opinion words for a given aspect-term in a sentence. Despite their success for TOWE, the current
dee
→