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CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction [PDF]

open access: greenConference on Empirical Methods in Natural Language Processing, 2023
Existing works on Aspect Sentiment Triplet Extraction (ASTE) explicitly focus on developing more efficient fine-tuning techniques for the task. Instead, our motivation is to come up with a generic approach that can improve the downstream performances of ...
Rajdeep Mukherjee   +3 more
semanticscholar   +6 more sources

Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction [PDF]

open access: goldNorth American Chapter of the Association for Computational Linguistics
Aspect Sentiment Triplet Extraction (ASTE) is a thriving research area with impressive outcomes being achieved on high-resource languages. However, the application of cross-lingual transfer to the ASTE task has been relatively unexplored, and current ...
Dongming Sheng   +6 more
semanticscholar   +4 more sources

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