Handbook of Natural Language ProcessingRobert Dale, Hermann Moisl, Harold Somers CRC Press, 25 juli 2000 - 964 sidor This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system. |
Innehåll
Symbolic Approaches to Natural Language Processing | 1 |
Tokenisation and Sentence Segmentation | 11 |
Lexical Analysis | 37 |
Parsing Techniques | 59 |
Semantic Analysis | 93 |
Discourse Structure and Intention Recognition | 123 |
Natural Language Generation | 147 |
Intelligent Writing Assistance | 181 |
Collocations | 507 |
Statistical Parsing | 525 |
Authorship Identification and Computational Stylometry | 545 |
Lexical Knowledge Acquisition | 563 |
ExampleBased Machine Translation | 611 |
WordSense Disambiguation | 629 |
NLP Based on Artificial Neural Networks Introduction | 655 |
Knowledge Representation | 715 |
Database Interfaces | 209 |
Information Extraction | 241 |
The Generation of Reports from Databases | 261 |
The Generation of Multimedia Presentations | 305 |
Machine Translation | 329 |
Dialogue Systems From Theory to Practice in TRAINS96 | 347 |
Empirical Approaches to Natural Language Processing | 377 |
Corpus Creation for DataIntensive Linguistics | 385 |
PartofSpeech Tagging | 403 |
Alignment | 415 |
Contextual Word Similarity | 459 |
Computing Similarity | 477 |
Grammar Inference Automata Induction and Language Acquisition | 727 |
The Symbolic Approach to ANNBased Natural Language Processing | 765 |
The Subsymbolic Approach to ANNBased Natural Language Processing | 785 |
The Hybrid Approach to ANNBased Natural Language Processing | 823 |
Character Recognition with Syntactic Neural Networks | 847 |
Compressing Texts with Neural Nets | 863 |
Neural Architectures for Information Retrieval and Database Query | 873 |
Text Data Mining | 889 |
Text and Discourse Understanding The DISCERN System | 905 |
| 921 | |
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Handbook of Natural Language Processing Robert Dale,Hermann Moisl,Harold Somers Begränsad förhandsgranskning - 2000 |
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algorithm alignment ambiguity analysis anaphoric application approach architecture Artificial Intelligence Association for Computational automatically bitext Cambridge chart parsing collocations components Computational Linguistics Conference connectionism connectionist constraints context context-free context-free grammars corpora corpus corresponding database described developed dictionary disambiguation discourse distributed documents domain encoding English example extraction feature finite-state function grammar input interpretation knowledge layer learning lexical machine translation methods modules Natural Language Processing Neural Networks neurons NLDBIS node noun output pairs parse tree parser parsing pattern phrase probability problem Proceedings produce recurrent neural networks regular grammar relations reports representation represented retrieval rules segmentation self-organizing map semantic sense sentence sequence similar specific speech statistical string structure stylometry subcategorization subcategorization frames subsymbolic symbolic syntactic tagging target task techniques theory tion tokenisation tree Treebank types units utterance vector verb words
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