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Mvp: Multi-view prompting improves aspect sentiment tuple prediction
Generative methods greatly promote aspect-based sentiment analysis via generating a
sequence of sentiment elements in a specified format. However, existing studies usually …
sequence of sentiment elements in a specified format. However, existing studies usually …
Dual-channel span for aspect sentiment triplet extraction
Abstract Aspect Sentiment Triplet Extraction (ASTE) is one of the compound tasks of fine-
grained aspect-based sentiment analysis (ABSA), aiming at extracting the triplets of aspect …
grained aspect-based sentiment analysis (ABSA), aiming at extracting the triplets of aspect …
Prompt based tri-channel graph convolution neural network for aspect sentiment triplet extraction
Aspect Sentiment Triplet Extraction (ASTE) is an emerging task to extract a given sentence's
triplets, which consist of aspects, opinions, and sentiments. Recent studies tend to address …
triplets, which consist of aspects, opinions, and sentiments. Recent studies tend to address …
GeDa: Improving training data with large language models for Aspect Sentiment Triplet Extraction
Abstract Aspect Sentiment Triplet Extraction (ASTE) is a subtask of Aspect-based Sentiment
Analysis (ABSA). Recently, ASTE methods have achieved promising results. However, the …
Analysis (ABSA). Recently, ASTE methods have achieved promising results. However, the …
Improving span-based Aspect Sentiment Triplet Extraction with part-of-speech filtering and contrastive learning
Abstract Aspect Sentiment Triple Extraction (ASTE), a subtask of fine-grained sentiment
analysis, aims to extract aspect terms, opinion terms, and their corresponding sentiment …
analysis, aims to extract aspect terms, opinion terms, and their corresponding sentiment …
Memd-absa: a multi-element multi-domain dataset for aspect-based sentiment analysis
Aspect-based sentiment analysis is a long-standing research interest in the field of opinion
mining, and in recent years, researchers have gradually shifted their focus from simple …
mining, and in recent years, researchers have gradually shifted their focus from simple …
Generative data augmentation for aspect sentiment quad prediction
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 …
Adaptive data augmentation for aspect sentiment quad prediction
Aspect sentiment quad prediction (ASQP) aims to predict the quad sentiment elements for a
given sentence, which is a critical task in the field of aspect-based sentiment analysis …
given sentence, which is a critical task in the field of aspect-based sentiment analysis …
MiniConGTS: A near ultimate minimalist contrastive grid tagging scheme for aspect sentiment triplet extraction
Aspect Sentiment Triplet Extraction (ASTE) aims to co-extract the sentiment triplets in a given
corpus. Existing approaches within the pretraining-finetuning paradigm tend to either …
corpus. Existing approaches within the pretraining-finetuning paradigm tend to either …
Rethinking aste: A minimalist tagging scheme alongside contrastive learning
Aspect Sentiment Triplet Extraction (ASTE) is a burgeoning subtask of fine-grained
sentiment analysis, aiming to extract structured sentiment triplets from unstructured textual …
sentiment analysis, aiming to extract structured sentiment triplets from unstructured textual …