Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
Springer International Publishing (Verlag)
9783319476735 (ISBN)
The 29 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 85 submissions. They were organized in topical sections named: semantics; machine translation; multilinguality in NLP; knowledge graph and information extraction; linguistic resource annotation and evaluation; information retrieval and question answering; text classification and summarization; social computing and sentiment analysis; and NLP applications.
Semantics.- Improving Chinese Semantic Role Labeling with English Proposition Bank.- Transition-based Chinese Semantic Dependency Graph Parsing.- Improved Graph-based Dependency Parsing via Hierarchical LSTM Networks.- Machine Translation.- Error Analysis of English-Chinese Machine Translation.- I Can Guess What You Mean: A Monolingual Query Enhancement for Machine Translation.- Keeping the Meanings of the Source Text: An introduction to Yes Translate.- Sentence Alignment Method Based on Maximum Entropy Model Using Anchor Sentences.- Using Collaborative Training Method to build Vietnamese Dependency Treebank.- Multilinguality in NLP.- A Novel Approach to Improve the Mongolian Language Model using Intermediate Characters.- Improved Joint Kazakh POS Tagging and Chunking.- Coping with problems of Unicoded Traditional Mongolian.- Tibetan Person Attributes Extraction Based on BP Neural Network.- Semi-supervised Learning for Mongolian Morphological Segmentation.- Investigation and use of methods for defining the extends of similarity of Kazakh language sentences.- Knowledge graph and information extraction.- Recognizing Biomedical Named Entities Based on the Sentence Vector/Twin Word Embeddings Conditioned Bidirectional LSTM.- Definition Extraction with LSTM Recurrent Neural Networks.- Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks.- Chinese Hedge Scope Detection Based on Structure and Semantic Information.- Combining Event-level and Cross-event Semantic Information for Event-Oriented Relation Classification by SCNN.- Linguistic resource annotation and evaluation.- The Constitution of a Fine-Grained Opinion Annotated Corpus on Weibo.- The Construction of a Customized Medical Corpus for Assisting Chinese Clinicians in English Research Article Writing.- Pages Information retrieval and question answering.- Topic-Sentiment Mining from Multiple Text Collections.- A New Focus Strategy for Efficient DialogManagement.- Text classification and summarization.- Recognizing Textual Entailment via Multi-task Knowledge Assisted LSTM.- Multilingual Multi-document Summarization with Enhanced hLDA Features.- News Abridgement Algorithm Based on Word Alignment and Syntactic Parsing.- A Hierarchical LSTM Model for Joint Tasks.- Enhancing Neural Disfluency Detection with Hand-crafted Features.- Social computing and sentiment analysis.- Active Learning for Age Regression in Social Media.- A Novel Approach for Discovering Local Community Structure in Networks.- Identifying Suspected Cybermob on Tieba.- Chinese Sentiment Analysis Exploiting Heterogeneous Segmentations.- Towards Scalable Emotion Classification in Microblog Based on Noisy Training Data.- NLP Applications.- A Bootstrapping Approach to Symptom Entity Extraction on Chinese Electronic Medical Records.- Automatic Naming of Speakers in Video via Name-Face Mapping.- Image Tag Recommendation via Deep Cross-modal Correlation Mining.- Is Local Window Essential for Neural Network based Chinese Word Segmentation .
| Erscheinungsdatum | 06.11.2016 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XVIII, 460 p. 139 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Active learning • Applications • collaborative training • Computer Science • conference proceedings • emotion classification • Informatics • information extraction • joint modeling • Language resources • language translation and linguistics • Lexical Semantics • machine learning • Machine Translation • Natural language and machine translation • Natural Language Processing • neural network • Recurrent Neural Network • Research • semantic information • sentiment analysis • Social Media • Speech Recognition • structure information • Support Vector Machine • topic modelin • Web mining |
| ISBN-13 | 9783319476735 / 9783319476735 |
| Zustand | Neuware |
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