Aspect sentiment quad prediction as paraphrase generation

W Zhang, Y Deng, X Li, Y Yuan, L Bing… - arxiv preprint arxiv …, 2021 - arxiv.org
Aspect-based sentiment analysis (ABSA) has been extensively studied in recent years,
which typically involves four fundamental sentiment elements, including the aspect category …

Exploiting duality in aspect sentiment triplet extraction with sequential prompting

J Liu, T Chen, H Guo, C Wang, H Jiang… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
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 …

Boundary-driven table-filling for aspect sentiment triplet extraction

Y Zhang, Y Yang, Y Li, B Liang, S Chen… - Proceedings of the …, 2022 - aclanthology.org
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 …

Aspect sentiment triplet extraction using reinforcement learning

S Yu Bai Jian, T Nayak, N Majumder… - Proceedings of the 30th …, 2021 - dl.acm.org
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 …

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 …

HIM: An end-to-end hierarchical interaction model for aspect sentiment triplet extraction

Y Liu, Y Zhou, Z Li, J Wang, W Zhou… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
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 …

Seeking common but distinguishing difference, a joint aspect-based sentiment analysis model

H **g, Z Li, H Zhao, S Jiang - arxiv preprint arxiv:2111.09634, 2021 - arxiv.org
Aspect-based sentiment analysis (ABSA) task consists of three typical subtasks: aspect term
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 …

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 …

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 …