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Titlebook: Natural Language Processing and Chinese Computing; 9th CCF Internationa Xiaodan Zhu,Min Zhang,Ruifang He Conference proceedings 2020 Spring

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Efficient Lifelong Relation Extraction with Dynamic Regularizationure the robustness of the model, and the regularization strength is adaptively adjusted with respect to the dynamics of the training losses. Experiment results on multiple benchmarks show that our proposed method significantly outperforms prior state-of-the-art approaches.
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Hierarchical Multimodal Transformer with Localness and Speaker Aware Attention for Emotion Recognitilly designing a localness-aware attention mechanism and a speaker-aware attention mechanism to respectively capture the impact of the local context and the emotional inertia. Extensive evaluations on a benchmark dataset demonstrate the superiority of our proposed model over existing multimodal methods for ERC.
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Joint Bilinear End-to-End Dependency Parsing with Prior Knowledgesuccess of deep contextualized word embeddings, this work also finetunes BERT for dependency parsing. Our model achieves 96.85% UAS and 95.01% LAS in English PTB dataset. Moreover, experiments on Universal Dependencies dataset indicates our model also reaches state-of-the-art performance on dependency parsing and POS tagging.
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0302-9743 wledge Base, Graphs and Semantic Web; Machine Learning for NLP; Machine Translation and Multilinguality; NLP Applications; Social Media and Network; Text Mining; and Trending Topics..978-3-030-60456-1978-3-030-60457-8Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Conference proceedings 2020nese Computing, NLPCC 2020, held in Zhengzhou, China, in October 2020..The 70 full papers, 30 poster papers and 14 workshop papers presented were carefully reviewed and selected from 320 submissions. They are organized in the following areas: Conversational Bot/QA; Fundamentals of NLP; Knowledge Bas
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0302-9743 ng and Chinese Computing, NLPCC 2020, held in Zhengzhou, China, in October 2020..The 70 full papers, 30 poster papers and 14 workshop papers presented were carefully reviewed and selected from 320 submissions. They are organized in the following areas: Conversational Bot/QA; Fundamentals of NLP; Kno
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