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Computational Linguistics and Intelligent Text Processing: 17th International Conference, CICLing 2016, Konya, Turkey, April 3–9, 2016, Revised Selected Papers, Part II: Lecture Notes in Computer Science, cartea 9624

Editat de Alexander Gelbukh
en Limba Engleză Paperback – 21 mar 2018
The two-volume set LNCS 9623 + 9624 constitutes revised selected papers from the CICLing 2016 conference which took place in Konya, Turkey, in April 2016.
The total of 89 papers presented in the two volumes was carefully reviewed and selected from 298 submissions. The book also contains 4 invited papers and a memorial paper on Adam Kilgarriff’s Legacy to Computational Linguistics.
The papers are organized in the following topical sections:
Part I: In memoriam of Adam Kilgarriff; general formalisms; embeddings, language modeling, and sequence labeling; lexical resources and terminology extraction; morphology and part-of-speech tagging; syntax and chunking; named entity recognition; word sense disambiguation and anaphora resolution; semantics, discourse, and dialog.
Part II: machine translation and multilingualism; sentiment analysis, opinion mining, subjectivity, and social media; text classification and categorization; information extraction; and applications. 
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Specificații

ISBN-13: 9783319754864
ISBN-10: 3319754866
Pagini: 610
Ilustrații: XXXI, 632 p. 97 illus.
Dimensiuni: 155 x 235 mm
Greutate: 9.88 kg
Ediția:1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues

Locul publicării:Cham, Switzerland

Cuprins

Machine Translation and Multilingualism.- Enabling Medical Translation for Low-Resource Languages.- Combining Phrase and Neural-based Machine Translation: what worked and did not.- Combining machine translated sentence chunks from multiple MT systems.- Forest to String Based Statistical Machine Translation with Hybrid Word Alignments.- Instant Translation Model Adaptation by Translating Unseen Words in Continuous Vector Space.- Fast-Syntax-Matching-based Japanese-Chinese Limited Machine Translation.- A Classifier-based Preordering Approach for English-Vietnamese Statistical Machine Translation.- Quality Estimation for English-Hungarian Machine Translation Systems with Optimized Semantic Features.- Genetic-based decoder for statistical machine translation.- Bilingual Contexts from Comparable Corpora to Mine for Translations of Collocations.- Bi-Text Alignment of Movie Subtitles for Spoken English-Arabic Statistical Machine Translation.- A Parallel Corpus of Translationese.- A Low Dimensionality Representation for Language Variety Identification.- Sentiment Analysis, Opinion Mining, Subjectivity, and Social Media.- Towards Empathetic Human-Robot Interactions.- Extracting Aspect Specific Sentiment Expressions implying Negative Opinions.- Aspect Terms Extraction of Arabic Dialects for Opinion Mining Using Conditional Random Fields.- Large Scale Authorship Attribution of Online Reviews.- Discovering Correspondence of Sentiment Words and Aspects.- Aspect Based Sentiment Analysis: Category Detection and Sentiment Classifcation for Hindi.- A New Emotional Vector Representation For Sentiment Analysis.- Cascading Classifiers for Twitter Sentiment Analysis with Emotion Lexicons.- A Multilevel Approach to Sentiment Analysis of Figurative Language in Twitter.- Determining sentiment in citation text and analyzing its impact on the proposed ranking index.- Combining Lexical Features and a Supervised Approach for Arabic Sentiment Analysis.- Sentiment analysis in Arabic Twitter posts using supervised methods with combined features.- Interactions between Term Weighting and Feature Selection Methods for Sentiment Analysis of Turkish Reviews.- Developing a concept-level knowledge base for sentiment analysis in Singlish.- Using syntactic and semantic features for classifying modal values in the Portuguese language.- Detecting the Likely Causes behind the Emotion Spikes of Influential Twitter Users.- Age Identification of Twitter Users: Classification Methods and Sociolinguistic Analysis.- Mining of Social Networks from Literary Texts of Resource Poor Languages.- Collecting and Annotating Indian Social Media Code-Mixed Corpora.- Turkish Normalization Lexicon for Social Media.- Text Classification and Categorization.- Introducing Semantics in Short Text Classification.- Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification.- Deep Neural Networks for Czech Multi-label Document Classification.- Turkish Document Classification with Coarse-grained Semantic Matrix.- Supervised Topic Models for Diagnosis Code Assignment to Discharge Summaries.- Information Extraction.- Identity and Granularity of Events in Text.- An informativeness approach to Open IE evaluation.- End-to-End Relation Extraction using Markov Logic Networks.- Knowledge Extraction with NooJ Using a syntactico-Semantic Approach for the Arabic Utterances Understanding.- Adapting TimeML to Basque: Event annotation.- Applications.- Deeper summarisation: the second time around.- Tracing Language Variation for Romanian.- Aoidos: A System for the Automatic Scansion of Poetry Written in Portuguese.

Caracteristici

Up-to-date results in computational linguistics and intelligent text processing
Fast-track conference proceedings
State-of-the-art research

Descriere

Descriere de la o altă ediție sau format:
CICLing 2008 (www. CICLing. org) was the 9th Annual Conference on Intel- gent Text Processing and Computational Linguistics. The CICLing conferences are intended to provide a wide-scope forum for the discussion of both the art and craft of natural language processing research and the best practices in its applications. This volume contains the papers accepted for oral presentation at the c- ference, as well as several of the best papers accepted for poster presentation. Other papers accepted for poster presentationwerepublished in specialissues of other journals(seethe informationonthe website). Since 2001the CICLing p- ceedings have been published in Springer’s Lecture Notes in Computer Science series, as volumes 2004, 2276, 2588, 2945, 3406, 3878, and 4394. The book consists of 12 sections, representative of the main tasks and app- cations of Natural Language Processing: – Language resources – Morphology and syntax – Semantics and discourse – Word sense disambiguation and named entity recognition – Anaphora and co-reference – Machine translation and parallel corpora – Natural language generation – Speech recognition – Information retrieval and question answering – Text classi?cation – Text summarization – Spell checking and authoring aid A total of 204 papers by 438 authors from 39 countries were submitted for evaluation (see Tables 1 and 2). Each submission was reviewed by at least two independent Program Committee members. This volume contains revised v- sions of 52 papers by 129 authors from 24 countries selected for inclusion in the conference program (the acceptance rate was 25. 5%).

Textul de pe ultima copertă

This book constitutes the refereed proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2009, held in Mexico City, Mexico in March 2009.
The 44 revised full papers presented together with 4 invited papers were carefully reviewed and selected from numerous submissions. The papers cover all current issues in computational linguistics research and present intelligent text processing applications.