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Chinese Computational Linguistics : 19th China National Conference, CCL 2020, Hainan, China, October 30 - November 1, 2020, Proceedings / edited by Maosong Sun, Sujian Li, Yue Zhang, Yang Liu, Shizhu He, Gaoqi Rao.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 12522
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 12522
- Language:
- English
- Subjects (All):
- Natural language processing (Computer science).
- Machine learning.
- Data mining.
- Database management.
- Natural Language Processing (NLP).
- Machine Learning.
- Data Mining and Knowledge Discovery.
- Database Management.
- Local Subjects:
- Natural Language Processing (NLP).
- Machine Learning.
- Data Mining and Knowledge Discovery.
- Database Management.
- Physical Description:
- 1 online resource (XVI, 482 pages) : 277 illustrations, 107 illustrations in color.
- Edition:
- 1st ed. 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- This book constitutes the proceedings of the 19th China National Conference on Computational Linguistics, CCL 2020, held in Hainan, China, in October/November 2020. The 32 full and 2 short papers presented in this volume were carefully reviewed and selected from 99 submissions. They were organized in topical sections named: fundamental theory and methods of computational linguistics; information retrieval, dialogue and question answering; text generation and summarization; knowledge graph and information extraction; machine translation and multilingual information processing; minority language information processing; language resource and evaluation; social computing and sentiment analysis; and NLP applications.
- Contents:
- Fundamental Theory and Methods of Computational Linguistics
- A Joint Model for Graph-based Chinese Dependency Parsing
- Semantic-aware Chinese Zero Pronoun Resolution with Pre-trained Semantic Dependency Parser
- Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning
- Information Retrieval, Dialogue and Question Answering
- Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding
- Combining Impression Feature Representation for Multi-turn Conversational Question Answering
- Text Generation and Summarization
- Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches
- Refining Data for Text Generation
- Plan-CVAE: A Planning-based Conditional Variational Autoencoder for Story Generation
- Knowledge Graph and Information Extraction
- Towards Causal Explanation Detection with Pyramid Salient-Aware Network
- Named Entity Recognition with Context-Aware Dictionary Knowledge
- Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism
- A Practice of Tourism Knowledge Graph Construction based on Heterogeneous Information
- A Novel Joint Framework for Multiple Chinese Events Extraction
- Entity Relative Position Representation based Multi-head Selection for Joint Entity and Relation Extraction
- Machine Translation and Multilingual Information Processing
- A Mixed Learning Objective for Neural Machine Translation
- Multi-Reward based Reinforcement Learning for Neural Machine Translation
- Minority Language Information Processing
- Low-Resource Text Classification via Cross-lingual Language Model Fine-tuning
- Constructing Uyghur Name Entity Recognition System using Neural Machine Translation Tag Projection
- Recognition Method of Important Words in Korean Text based on Reinforcement Learning
- Mongolian Questions Classification Based on Multi-Head Attention
- Language Resource and Evaluation
- The Annotation Scheme of English-Chinese Clause Alignment Corpus
- Categorizing Offensive Language in Social Networks: A Chinese Corpus, Systems and an Explainable Tool
- LiveQA: A Question Answering Dataset over Sports Live
- Chinese and English Elementary Discourse Units Recognition based on Bi-LSTM-CRF Model
- Social Computing and Sentiment Analysis
- Better Queries for Aspect-Category Sentiment Classification
- Multimodal Sentiment Analysis with Multi-perspective Fusion Network Focusing on Sense Attentive Language
- CAN-GRU: a Hierarchical Model for Emotion Recognition in Dialogue
- A Joint Model for Aspect-Category Sentiment Analysis with Shared Sentiment Prediction Layer
- NLP Applications
- Compress Polyphone Pronunciation Prediction Model with Shared Labels
- Multi-task Legal Judgement Prediction Combining a Subtask of Seriousness of Charge
- Clickbait Detection with Style-aware Title Modeling and Co-attention
- Konwledge-Enabled Diagnosis Assistant Based on Obstetric EMRs and Knowledge Graph
- Reusable Phrase Extraction Based on Syntactic Parsing
- WAE_RN: Integrating Wasserstein Autoencoder and Relational Network for Text Sequence.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-63031-7
- 9783030630317
- Access Restriction:
- Restricted for use by site license.
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