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Aspect sentiment quad prediction as paraphrase generation
Aspect-based sentiment analysis (ABSA) has been extensively studied in recent years,
which typically involves four fundamental sentiment elements, including the aspect category …
which typically involves four fundamental sentiment elements, including the aspect category …
Exploiting duality in aspect sentiment triplet extraction with sequential prompting
Aspect sentiment triplet extraction is an important task in natural language processing.
Previous work tends to focus on the interaction between the aspect and opinion, while …
Previous work tends to focus on the interaction between the aspect and opinion, while …
Boundary-driven table-filling for aspect sentiment triplet extraction
Abstract Aspect Sentiment Triplet Extraction (ASTE) aims to extract the aspect terms along
with the corresponding opinion terms and the expressed sentiments in the review, which is …
with the corresponding opinion terms and the expressed sentiments in the review, which is …
Aspect sentiment triplet extraction using reinforcement learning
Aspect Sentiment Triplet Extraction (ASTE) is the task of extracting triplets of aspect terms,
their associated sentiments, and the opinion terms that provide evidence for the expressed …
their associated sentiments, and the opinion terms that provide evidence for the expressed …
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction
H Zhang, X Song, X Jia, C Yang, Z Chen… - … Applications of Artificial …, 2024 - Elsevier
A complete sentiment analysis of product and service reviews has attracted growing
concerns from merchants to enhance personalized marketing activities. Aspect sentiment …
concerns from merchants to enhance personalized marketing activities. Aspect sentiment …
HIM: An end-to-end hierarchical interaction model for aspect sentiment triplet extraction
Aspect Sentiment Triplet Extraction (ASTE) is an emerging task of fine-grained sentiment
analysis, which aims to extract aspect terms, associated opinion terms, and sentiment …
analysis, which aims to extract aspect terms, associated opinion terms, and sentiment …
Seeking common but distinguishing difference, a joint aspect-based sentiment analysis model
Aspect-based sentiment analysis (ABSA) task consists of three typical subtasks: aspect term
extraction, opinion term extraction, and sentiment polarity classification. These three …
extraction, opinion term extraction, and sentiment polarity classification. These three …
Generative data augmentation for aspect sentiment quad prediction
A Wang, J Jiang, Y Ma, A Liu… - Journal of Natural …, 2024 - jstage.jst.go.jp
Aspect sentiment quad prediction (ASQP) analyzes the aspect terms, opinion terms,
sentiment polarity, and aspect categories in a text. One challenge in this task is the scarcity …
sentiment polarity, and aspect categories in a text. One challenge in this task is the scarcity …
Knowledge complementation based dual-table filling approach for aspect sentiment triplet extraction
B Wang, B Jiang, G Wang, L Shi, P Liu - Neurocomputing, 2025 - Elsevier
Abstract Aspect Sentiment Triplet Extraction (ASTE) task aims to extract aspect terms,
opinion terms, and the corresponding sentiment polarity of aspect-opinion pairs from review …
opinion terms, and the corresponding sentiment polarity of aspect-opinion pairs from review …
Bi-syntax guided transformer network for aspect sentiment triplet extraction
S Hao, Y Zhou, P Liu, S Xu - Neurocomputing, 2024 - Elsevier
Abstract Aspect Sentiment Triplet Extraction is an emerging and challenging task that
attempts to present a complete picture of aspect-based sentiment analysis. Prior research …
attempts to present a complete picture of aspect-based sentiment analysis. Prior research …