Results 31 to 40 of about 14,029 (259)

Employing relation extraction technology to jointly recognize aspect-polarity pairs in a text

open access: yes四川大学学报. 自然科学版, 2022
Aspect-based sentiment analysis aims to identify the aspects mentioned in sentences and their sentiment polarity, which is an important task in fine-grained sentiment analysis.
BU Ling-Mei   +3 more
doaj  

Aspect-Based Sentiment Analysis Using Aspect Map

open access: yesApplied Sciences, 2019
Aspect-based sentiment analysis (ABSA) is the task of classifying the sentiment of a specific aspect in a text. Because a single text usually has multiple aspects which are expressed independently, ABSA is a crucial task for in-depth opinion mining.
Yunseok Noh   +2 more
doaj   +1 more source

Aspect-based Sentiment Analysis of Scientific Reviews [PDF]

open access: yesProceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
Accepted in JCDL ...
Souvic Chakraborty   +2 more
openaire   +2 more sources

Weakly Supervised Learning Approach for Implicit Aspect Extraction

open access: yesInformation, 2023
Aspect-based sentiment analysis (ABSA) is a process to extract an aspect of a product from a customer review and identify its polarity. Most previous studies of ABSA focused on explicit aspects, but implicit aspects have not yet been the subject of much ...
Aye Aye Mar   +2 more
doaj   +1 more source

Creating an Annotated Corpus for Aspect-Based Sentiment Analysis in Swedish

open access: yesDigital Humanities in the Nordic and Baltic Countries Publications, 2020
Aspect-Based Sentiment Analysis constitutes a more fine-grained alternative to traditional sentiment analysis at sentence level. In addition to a sentiment value denoting how positive or negative a particular opinion or sentiment expression is, it ...
Jacobo Rouces   +2 more
doaj   +1 more source

A Unified Generative Framework for Aspect-based Sentiment Analysis [PDF]

open access: yesProceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021
Accepted by ACL 2021 (long paper)
Hang Yan 0001   +4 more
openaire   +4 more sources

Survey of Aspect-based Sentiment Analysis Datasets

open access: yesCoRR, 2022
Aspect-based sentiment analysis (ABSA) is a natural language processing problem that requires analyzing user-generated reviews to determine: a) The target entity being reviewed, b) The high-level aspect to which it belongs, and c) The sentiment expressed toward the targets and the aspects.
Siva Uday Sampreeth Chebolu   +3 more
openaire   +2 more sources

Affective-Knowledge-Enhanced Graph Convolutional Networks for Aspect-Based Sentiment Analysis with Multi-Head Attention

open access: yesApplied Sciences, 2023
Aspect-based sentiment analysis (ABSA) is a task in natural language processing (NLP) that involves predicting the sentiment polarity towards a specific aspect in text.
Xiaodong Cui, Wenbiao Tao, Xiaohui Cui
doaj   +1 more source

Combination of Convolutional Neural Network and Gated Recurrent Unit for Aspect-Based Sentiment Analysis

open access: yesIEEE Access, 2021
Aspect-based sentiment analysis (ABSA) aims to identify views and sentiment polarities towards a given aspect in reviews. Compared with general sentiment analysis, ABSA can provide more detailed and complete information.
Narisa Zhao, Huan Gao, Xin Wen, Hui Li
doaj   +1 more source

Sentiment Classification Method Based on BLSTM and Aspect Attention Module [PDF]

open access: yesJisuanji gongcheng, 2020
Aspect-Based Sentiment Analysis(ABSA) has been widely used in text information mining,but can hardly extract accurate feature information when the sentiment polarity of a sentence is fuzzy or a sentence has sentiment polarities of multiple aspects,which ...
PENG Zhuliang, LIU Bowen, FAN Cheng'an, WANG Jie, XIAO Ming, LIAO Zeen
doaj   +1 more source

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