Multi-Grained Attention Representation With ALBERT for Aspect-Level Sentiment Classification
Aspect-level sentiment classification aims to solve the problem, which is to judge the sentiment tendency of each aspect in a sentence with multiple aspects.
Yuezhe Chen +3 more
doaj +1 more source
Deep Memory Networks for Attitude Identification
We consider the task of identifying attitudes towards a given set of entities from text. Conventionally, this task is decomposed into two separate subtasks: target detection that identifies whether each entity is mentioned in the text, either explicitly ...
Chang C.-C. +24 more
core +1 more source
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification [PDF]
Xiaochen Hou +5 more
openalex +2 more sources
Confidence-guided Prompt Learning for Multimodal Aspect-level Sentiment Analysis [PDF]
With the increasing volume of data from social media platforms,multimodal aspect-level sentiment analysis is crucial for understanding the underlying emotions of users.Existing research primarily focuses on sentiment analysis tasks by fusing image and ...
LI Maolin, LIN Jiajie, YANG Zhenguo
doaj +1 more source
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Target-based sentiment analysis involves opinion target extraction and target sentiment classification. However, most of the existing works usually studied one of these two sub-tasks alone, which hinders their practical use.
Bing, Lidong +3 more
core +1 more source
Research Directions, Challenges and Issues in Opinion Mining [PDF]
Rapid growth of Internet and availability of user reviews on the web for any product has provided a need for an effective system to analyze the web reviews.
Hariharan, Shanmugasundaram +2 more
core +1 more source
ABSTRACT Background Nurses are central to cancer care for children and adolescents, yet no comprehensive synthesis has defined essential core competencies for pediatric oncology nursing (PON) practice internationally, particularly in Latin America and the Caribbean (LAC).
Luís Carlos Lopes‐Júnior +7 more
wiley +1 more source
Aspect-Based Sentiment Analysis using Adaptive Aspect on Tourist Reviews in Jakarta
Tourism is one of the business fields affected by the Covid-19 pandemic. The decline in the number of tourists, both domestic and foreign, has resulted in the contribution of the tourism business sector to Indonesia's GDP decreasing.
Ade Rifqy Setyawan +2 more
doaj +1 more source
A Bi-Directional LSTM-CNN Model with Attention for Aspect-Level Text Classification
The prevalence that people share their opinions on the products and services in their daily lives on the Internet has generated a large quantity of comment data, which contain great business value.
Yonghua Zhu +4 more
doaj +1 more source
SentiTur: Building Linguistic Resources for Aspect-Based Sentiment Analysis in the Tourism Sector [PDF]
The use of linguistic resources beyond the scope of language studies, i.e. commercial purposes, has become commonplace since the availability of massive amounts of data and the development of tools to process them. An interesting focus on these materials
Orroquia Barea, Aroa +1 more
core

