Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication

12 Sep 2020 Haihua Chen Huyen Nguyen

Citation function and citation sentiment are two essential aspects of citation content analysis (CCA), which are useful for influence analysis, the recommendation of scientific publications. However, existing studies are mostly traditional machine learning methods, although deep learning techniques have also been explored, the improvement of the performance seems not significant due to insufficient training data, which brings difficulties to applications... (read more)

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