Interactive Attention Networks for Aspect-Level Sentiment Classification [PDF]
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017 Aspect-level sentiment classification aims at identifying the sentiment polarity of specific target in its context. Previous approaches have realized the importance of targets in sentiment classification and developed various methods with the goal of ...
Li, Sujian +3 more
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Attention Capsule Network for Aspect-Level Sentiment Classification [PDF]
KSII Transactions on Internet and Information Systems, 2021 Yu Deng +5 more
openalex +2 more sources
Exploiting Document Knowledge for Aspect-level Sentiment Classification [PDF]
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2018 Accepted to ACL 2018 (short paper)
Ruidan He +3 more
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Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction [PDF]
Findings of the Association for Computational Linguistics: EMNLP 2021, 2021 11 pages, Findings of EMNLP'2021, 7th-11th November ...
Bo Wang +4 more
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Modeling Structured Dependency Tree with Graph Convolutional Networks for Aspect-Level Sentiment Classification. [PDF]
Sensors (Basel)Zhao Q, Yang F, An D, Lian J.
europepmc +3 more sources
Attention Transfer Network for Aspect-level Sentiment Classification [PDF]
Proceedings of the 28th International Conference on Computational Linguistics, 2020 Accept to COLING ...
Fei Zhao, Zhen Wu, Xinyu Dai
openalex +3 more sources
Prompt-Based Learning for Aspect-Level Sentiment Classification [PDF]
, 2023 Guowei Li +4 more
openalex +2 more sources
Learning Latent Opinions for Aspect-level Sentiment Classification
Proceedings of the AAAI Conference on Artificial Intelligence, 2018 Aspect-level sentiment classification aims at detecting the sentiment expressed towards a particular target in a sentence. Based on the observation that the sentiment polarity is often related to specific spans in the given sentence, it is possible to make use of such information for better classification.
Bailin Wang, Wei Lu
openalex +3 more sources
Text Sentiment Classification based on Separate Embedding of Aspect and Context [PDF]
Journal of Artificial Intelligence and Data Mining, 2022 Text sentiment classification in aspect level is one of the hottest research topics in the field of natural language processing. The purpose of the aspect-level sentiment analysis is to determine the polarity of the text according to a particular aspect.
A. Lakizadeh, E. Moradizadeh
doaj +1 more source
Triplet Contrastive Learning for Aspect Level Sentiment Classification
Mathematics, 2022 The domain of Aspect Level Sentiment Classification, in which the sentiment toward a given aspect is analyzed, attracts much attention in NLP. Recently, the state-of-the-art Aspect Level Sentiment Classification methods are devised by using the Graph ...
Haoliang Xiong +4 more
doaj +1 more source