Natural Language Processing and Chinese Computing: 11th CCF International Conference, NLPCC 2022, Guilin, China, September 24–25, 2022, Proceedings, Part II: Lecture Notes in Computer Science, cartea 13552
Editat de Wei Lu, Shujian Huang, Yu Hong, Xiabing Zhouen Limba Engleză Paperback – 25 sep 2022
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Specificații
ISBN-13: 9783031171888
ISBN-10: 3031171888
Pagini: 363
Ilustrații: XXXI, 363 p. 119 illus., 95 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.55 kg
Ediția:1st ed. 2022
Editura: Springer Nature Switzerland
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3031171888
Pagini: 363
Ilustrații: XXXI, 363 p. 119 illus., 95 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.55 kg
Ediția:1st ed. 2022
Editura: Springer Nature Switzerland
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
Cuprins
Fundamentals of NLP.- Machine Translation and Multilinguality.- Machine Learning for NLP.- Information Extraction and Knowledge Graph.- Summarization and Generation.- Question Answering.- Dialogue System.- Social Media and Sentiment Analysis.- NLP Applications and Text Mining.- Multimodality and Explainability.- A Deep Learning Model for Chinese Textual Entailment Recognition based on Synonym Expansion and Sememe Enhancement.- Information Extraction and Knowledge Graph Emotion-Cause Pair Extraction via Transformer-based Interaction Model with Text Capsule Network.- Summarization and Generation.- Question Answering Deep structure-aware Approach for QA over Incomplete Knowledge Bases.- On-Device Machine Reading Comprehension Model with Adaptive Fast Inference.- Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Two-stage Query Graph Selection for Knowledge Base Question Answering.- Plug-and-Play Module for Commonsense Reasoning in Machine Reading Comprehension.- Social Media and Sentiment Analysis FuDFEND: Fuzzy-domain for Multi-domain Fake News Detection.- NLP Applications and Text Mining.- Natural language processing (NLP) .- , Syntax (Tagging, Chunking and Parsing), Semantics.- , NLP Applications, Machine Learning for NLP.- , Machine Translation and Multilinguality, Knowledge Graph.- , Information Extraction and Knowledge Acquisition.- Information Retrieval and Text Mining.- , Linguistic Theories and Cognitive Modeling and Psycholinguistics, Discourse and Pragmatics.- , Dialogue and Interactive Systems, Lexical Semantics, Text Summarization and Generation, Phonology/Morphology.- , Language Resources and Evaluation, Explainability.- Ethics and NLP, Speech and Multimodality.