Multilingual text analysis challenges, models, and approaches
Multilingual text analysis challenges, models, and approaches
editors Marina Litvak, Natalia Vanetik, Shamoon College of Engineering, Israel.
- pages cm
Includes bibliographical references and index.
Multilingual text analysis : history, tasks and challenges -- Using a polytope model for unsupervised document summarization -- Approach for unsupervised multilingual document summarization -- Rich feature spaces and regression models in single-document extractive summarization -- Hierarchical topic model and summarization -- A survey of neural models for abstractive summarization -- Heads : headline generation as a sequence prediction using an abstract feature-rich space -- Crowdsourcing in single-document summary -- Multilingual summarization and evaluation using Wikipedia featured articles -- Are better summaries also easier to understand? : analyzing text complexity -- In automatic summarization -- Twitter event detection, analysis, and summarization -- Linguistic bias in crowdsourced biographies : a cross-lingual examination -- Multilingual financial narrative processing : analysis annual reports in -- English, Spanish, and Portugese.
9789813274877 (hardcover)
Critical discourse analysis.
Discourse analysis.
Written communication.
Content analysis (Communication)
Applied linguistics--Data processing.--Methodology.
401.41 / LIT
Includes bibliographical references and index.
Multilingual text analysis : history, tasks and challenges -- Using a polytope model for unsupervised document summarization -- Approach for unsupervised multilingual document summarization -- Rich feature spaces and regression models in single-document extractive summarization -- Hierarchical topic model and summarization -- A survey of neural models for abstractive summarization -- Heads : headline generation as a sequence prediction using an abstract feature-rich space -- Crowdsourcing in single-document summary -- Multilingual summarization and evaluation using Wikipedia featured articles -- Are better summaries also easier to understand? : analyzing text complexity -- In automatic summarization -- Twitter event detection, analysis, and summarization -- Linguistic bias in crowdsourced biographies : a cross-lingual examination -- Multilingual financial narrative processing : analysis annual reports in -- English, Spanish, and Portugese.
9789813274877 (hardcover)
Critical discourse analysis.
Discourse analysis.
Written communication.
Content analysis (Communication)
Applied linguistics--Data processing.--Methodology.
401.41 / LIT