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Aspect Extraction Using Coreference Resolution and Unsupervised Filtering
AACL, 2020Aspect extraction is a widely researched field of natural language processing in which aspects are identified from the text as a means for information. For example, in aspect-based sentiment analysis (ABSA), aspects need to be first identified.
D. Mai, Wei Emma Zhang
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Intelligent fake reviews detection based on aspect extraction and analysis using deep learning
Neural computing & applications (Print), 2022Gourav Bathla +4 more
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Coupling Global and Local Context for Unsupervised Aspect Extraction
Conference on Empirical Methods in Natural Language Processing, 2019Aspect words, indicating opinion targets, are essential in expressing and understanding human opinions. To identify aspects, most previous efforts focus on using sequence tagging models trained on human-annotated data.
Ming Liao +5 more
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A mixed unsupervised method for aspect extraction using BERT
Multimedia tools and applications, 2022G. Chauhan +3 more
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IEEE International Joint Conference on Neural Network, 2018
Previous studies usually divided aspect-based sentiment analysis into several subtasks in pipeline, i.e., first aspect term and/or opinion term extraction, then aspect-based sentiment prediction, resulting in error propagation and external resources ...
Feixiang Wang, Man Lan, Wenting Wang
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Previous studies usually divided aspect-based sentiment analysis into several subtasks in pipeline, i.e., first aspect term and/or opinion term extraction, then aspect-based sentiment prediction, resulting in error propagation and external resources ...
Feixiang Wang, Man Lan, Wenting Wang
semanticscholar +1 more source
Aspect extraction and classification for sentiment analysis in drug reviews
Journal of Intelligence and Information Systems, 2022Mostafa Imani, S. Noferesti
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Development of a two-step LDA based aspect extraction technique for review summarization
, 2021S. Das, Riki Murakami, B. Chakraborty
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Female erectile tissues and sexual dysfunction after pelvic radiotherapy: A scoping review
Ca-A Cancer Journal for Clinicians, 2022Deborah C Marshall, Mas +2 more
exaly
Neural computing & applications (Print)
José Carlos Ferreira Neto +3 more
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José Carlos Ferreira Neto +3 more
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