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2022 NAACL NAACL 2022

ISCAS at SemEval-2022 Task 10: An Extraction-Validation Pipeline for Structured Sentiment Analysis

Abstract

AbstractISCAS participated in both sub-tasks in SemEval-2022 Task 10: Structured Sentiment competition. We design an extraction-validation pipeline architecture to tackle both monolingual and cross-lingual sub-tasks. Experimental results show the multilingual effectiveness and cross-lingual robustness of our system. Our system is openly released on: https://github.com/luxinyu1/SemEval2022-Task10/.

🧭 Keyword Pioneer — extraction-validation pipeline
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio

Authors

Xinyu Lu , Mengjie Ren , Yaojie Lu , Hongyu Lin

Topics

Natural Language Processing > Understanding > Sentiment Analysis Natural Language Processing > Resources & Methods > Multilingual NLP

Keywords

cross-lingual transfer semantic parsing pretrained language model structured sentiment analysis extraction-validation pipeline
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