[PDF][PDF] Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis.
So far, aspect-based sentiment analysis (ABSA) has involved with total seven subtasks, in
which, however the interactions among them have been left unexplored sufficiently. This …
which, however the interactions among them have been left unexplored sufficiently. This …
Unifying aspect-based sentiment analysis BERT and multi-layered graph convolutional networks for comprehensive sentiment dissection
Abstract Aspect-Based Sentiment Analysis (ABSA) represents a fine-grained approach to
sentiment analysis, aiming to pinpoint and evaluate sentiments associated with specific …
sentiment analysis, aiming to pinpoint and evaluate sentiments associated with specific …
Unifiedabsa: A unified absa framework based on multi-task instruction tuning
Aspect-Based Sentiment Analysis (ABSA) aims to provide fine-grained aspect-level
sentiment information. There are many ABSA tasks, and the current dominant paradigm is to …
sentiment information. There are many ABSA tasks, and the current dominant paradigm is to …
Towards unifying the label space for aspect-and sentence-based sentiment analysis
The aspect-based sentiment analysis (ABSA) is a fine-grained task that aims to determine
the sentiment polarity towards targeted aspect terms occurring in the sentence. The …
the sentiment polarity towards targeted aspect terms occurring in the sentence. The …
Learning disentangled representation for multimodal cross-domain sentiment analysis
Y Zhang, Y Zhang, W Guo, X Cai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multimodal cross-domain sentiment analysis aims at transferring domain-invariant sentiment
information across datasets to address the insufficiency of labeled data. Existing adaptation …
information across datasets to address the insufficiency of labeled data. Existing adaptation …
Self question-answering: Aspect-based sentiment analysis by role flipped machine reading comprehension
The pivot for the unified Aspect-based Sentiment Analysis (ABSA) is to couple aspect terms
with their corresponding opinion terms, which might further derive easier sentiment …
with their corresponding opinion terms, which might further derive easier sentiment …
A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis
The pre-training and fine-tuning paradigm has become the main-stream framework in the
field of Aspect-Based Sentiment Analysis (ABSA). Although it has achieved sound …
field of Aspect-Based Sentiment Analysis (ABSA). Although it has achieved sound …
A contrastive learning framework with tree-LSTMs for aspect-based sentiment analysis
Q Zhang, S Wang, J Li - Neural Processing Letters, 2023 - Springer
Different from sentence-level sentiment analysis, the aspect-based sentiment analysis
(ABSA) is a fine-grained task that aims to identify the sentiment polarity towards specific …
(ABSA) is a fine-grained task that aims to identify the sentiment polarity towards specific …
Unified ABSA via Annotation-Decoupled Multi-task Instruction Tuning
Aspect-Based Sentiment Analysis (ABSA) aims to provide fine-grained aspect-level
sentiment information. Different ABSA tasks are designed for different real-world …
sentiment information. Different ABSA tasks are designed for different real-world …
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis
Most previous studies on aspect-based sentiment analysis (ABSA) were carried out at the
sentence level, while the research of document-level ABSA has not received enough …
sentence level, while the research of document-level ABSA has not received enough …