Results 31 to 40 of about 6,552,864 (295)
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models [PDF]
North American Chapter of the Association for Computational LinguisticsThis study examines the performance of Large Language Models (LLMs) in Aspect-Based Sentiment Analysis (ABSA), with a focus on implicit aspect extraction in a novel domain.
Nikita Neveditsin +2 more
semanticscholar +1 more source
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction [PDF]
Annual Meeting of the Association for Computational Linguistics, 2018 One key task of fine-grained sentiment analysis of product reviews is to extract product aspects or features that users have expressed opinions on. This paper focuses on supervised aspect extraction using deep learning.
Hu Xu, B. Liu, Lei Shu, Philip S. Yu
semanticscholar +1 more source
Informatics, 2018 Online reviews are an important source of opinion to measure products’ quality. Hence, automated opinion mining is used to extract important features (aspect) and related comments (sentiment).
Noor Rizvana Ahamed Kabeer +2 more
doaj +1 more source
IEEE Access, 2023 Sentiment analysis is an active research domain of the current era, thanks to its vast applications. The main objective is to classify the polarity of the given text as negative, positive, or neutral.
Waqas Ahmad +3 more
doaj +1 more source
Extracting Customer Reviews from Online Shopping and Its Perspective on Product Design [PDF]
Vietnam Journal of Computer Science, 2019 This paper presents a study on how we can extract helpful review from customers and its effect on the early phase when designing a product. We present a framework for analyzing the reviews from online shopping sites by detecting helpful reviews, aspects,
Kieu Que Anh +2 more
doaj +1 more source
Object-oriented transformations for extracting aspects [PDF]
Information and Software Technology, 2009 In the migration of object-oriented systems towards the aspect technology, after locating fragments of code presenting a crosscutting behavior and before extracting such code to aspects, transformations may be needed in the base program. Such transformations aim to associate crosscutting code to points of the base program that can be captured using the
Marcelo Nassau Malta +1 more
openaire +1 more source
Unsupervised Aspect Extraction Algorithm for Opinion Mining using Topic Modeling
Global Transitions Proceedings, 2021 With the massive use of electronic gadgets and the developing fame of web-based media, a great deal of text information is being produced at the rate never observed.
Azizkhan F Pathan, Chetana Prakash
semanticscholar +1 more source
Opinion Triplet Extraction for Aspect-Based Sentiment Analysis Using Co-Extraction Approach
Journal of ICT, 2022 In aspect-based sentiment analysis, tasks are diverse and consist of aspect term extraction, aspect categorization, opinion term extraction, sentiment polarity classification, and relation extractions of aspect and opinion terms.
Rifo Ahmad Genadi +1 more
doaj +1 more source
Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks
International Conference on Computational Linguistics, 2020 End-to-end aspect-based sentiment analysis (EASA) consists of two sub-tasks: the first extracts the aspect terms in a sentence and the second predicts the sentiment polarities for such terms.
Guimin Chen, Yuanhe Tian, Yan Song
semanticscholar +1 more source
Aspect Extraction from Bangla Reviews Through Stacked Auto-Encoders
Data, 2019 Interactions between online users are growing more and more in recent years, due to the latest developments of the web. People share online comments, opinions, and reviews about many topics. Aspect extraction is the automatic process of understanding the
Matteo Bodini
doaj +1 more source