KnowMIS-ABSA: an overview and a reference model for applications of sentiment analysis and aspect-based sentiment analysis

G D'Aniello, M Gaeta, I La Rocca - Artificial Intelligence Review, 2022 - Springer
The analysis of the opinions of customers and users has been always of great interest in
supporting decision-making in many fields, especially in marketing. Sentiment analysis (SA) …

Incorporating explicit syntactic dependency for aspect level sentiment classification

W Ke, J Gao, H Shen, X Cheng - Neurocomputing, 2021 - Elsevier
Aspect level sentiment classification aims to extract fine-grained sentiment expressed
towards specific aspects from a sentence. The key to this task lies in connecting aspects and …

A study of sentiment analysis task and it's challenges

SV Pandey, AV Deorankar - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Reviews act as a valuable source of information for decision making. Online e-commerce
sites has provided their users to make their opinion about products and services. Huge …

Contrastive variational information bottleneck for aspect-based sentiment analysis

M Chang, M Yang, Q Jiang, R Xu - Knowledge-Based Systems, 2024 - Elsevier
Deep learning techniques have dominated the literature on aspect-based sentiment
analysis (ABSA), achieving state-of-the-art performance. However, deep models generally …

Selecting classification features for detection of mass emergency events on social media

V Pekar, J Binner, H Najafi… - Proceedings of the …, 2016 - search.proquest.com
The paper addresses the problem of detecting eyewitness reports of mass emergencies on
Twitter. This is the first work to conduct a large-scale comparative evaluation of classification …

[PDF][PDF] Analyzing and visualizing twitter conversations

CAG Gutierrez, A Whittaker, KM Patenio… - Proceedings of the …, 2021 - ai4society.ca
Social media platforms are public venues where conversations about issues of public
interest take place. Much recent research has been devoted to evaluating the degree to …

[PDF][PDF] Classifying short texts for a Social Media monitoring system

N Bel, J Diz-Pico, M Marimon… - … del Lenguaje Natural, 2017 - redalyc.org
We present the system for the classification of sentences and short texts into Marketing Mix
classes developed within the LPS-BIGGER project. The system classifies short texts from …

Семантическое сходство в задаче аспектно-эмоционального анализа

ЕВ Котельников, ПД Блинов - Электронные библиотеки, 2015 - ellibs.elpub.ru
Аннотация Исследуется проблема аспектно-эмоционального анализа текста. По
сравнению с общим анализом тональности такой вариант является более сложным по …

Detecting reports of mass emergency events on Twitter

V Pekar, J Binner, H Najafi… - Proceedings on the …, 2016 - search.proquest.com
The paper addresses the problem of detecting eyewitness reports of mass emergencies on
Twitter. This is the first work to conduct a large-scale comparative evaluation of classification …

[PDF][PDF] Can Domain Adaptation be Handled as Analogies?

N Bel, J Pocostales - … of the Eleventh International Conference on …, 2018 - aclanthology.org
Aspect identification in user generated texts by supervised text classification might suffer
degradation in performance when changing to other domains than the one used for training …