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Iwo Naglik

2 accepted papers

2024

ASTE-Transformer: Modelling Dependencies in Aspect-Sentiment Triplet Extraction

EMNLP 2024finding

Aspect-Sentiment Triplet Extraction (ASTE) is a recently proposed task of aspect-based sentiment analysis that consists in extracting (aspect phrase, opinion phrase, sentiment polarity) triples from a given sentence. Recent state-of-the-art methods approach this task by first extracting all possible…

2024

Polish-ASTE: Aspect-Sentiment Triplet Extraction Datasets for Polish

COLING 2024main

Aspect-Sentiment Triplet Extraction (ASTE) is one of the most challenging and complex tasks in sentiment analysis. It concerns the construction of triplets that contain an aspect, its associated sentiment polarity, and an opinion phrase that serves as a rationale for the assigned polarity. Despite t…