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Titlebook: Natural Language Processing and Chinese Computing; 11th CCF Internation Wei Lu,Shujian Huang,Xiabing Zhou Conference proceedings 2022 The E

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Continuous Prompt Enhanced Biomedical Entity Normalizationexperimental results on three benchmark datasets demonstrated that our method achieves competitive or even greater linking accuracy than the state-of-the-art fine-tuning-based models while having about 600 times fewer tuned parameters.
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Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text ClassificationrXML dynamically obtains teacher knowledge for each text by similar texts and hierarchical label information in training sets to release the ability of distinctly fine-grained label-oriented semantic scope. Then, TReaderXML benefits from a novel dual cooperative network that firstly learns features
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Semi-supervised Protein-Protein Interactions Extraction Method Based on Label Propagation and Senten propagation and sentence embedding is proposed in this work. It represents text as numerical features through sentence embedding, and then assigns pseudo-labels to unlabeled data through label propagation, thereby completing semi-supervised training. Experiments on public datasets for PPI extractio
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Construction and Application of a Large-Scale Chinese Abstractness Lexicon Based on Word Similarityse text readability auto-evaluation, shows that word abstractness is an important feature in investigating cognitive differences and text complexity. The large-scale Chinese abstractness lexicon constructed in this paper has important application values.
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0302-9743 nd Chinese Computing, NLPCC 2022, held in Guilin, China, in September 2022..The 62 full papers, 21 poster papers, and 27 workshop papers presented were carefully reviewed and selected from 327 submissions. They are organized in the following areas: Fundamentals of NLP; Machine Translation and Multil
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