Empirical Methods in Natural Language Generation (Record no. 38564)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04512nam a22006135i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783642155734 |
| -- | 978-3-642-15573-4 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | Empirical Methods in Natural Language Generation |
| Sub Title | Data-oriented Methods and Empirical Evaluation / |
| Statement of responsibility, etc | edited by Emiel Krahmer, Mariët Theune. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Berlin, Heidelberg : |
| Name of publisher | Springer Berlin Heidelberg, |
| Year of publication | 2010. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | X, 353p. 82 illus. |
| Other physical details | online resource. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Computer Science, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Text-to-Text Generation -- Probabilistic Approaches for Modeling Text Structure and Their Application to Text-to-Text Generation -- Spanning Tree Approaches for Statistical Sentence Generation -- On the Limits of Sentence Compression by Deletion -- NLG in Interaction -- Learning Adaptive Referring Expression Generation Policies for Spoken Dialogue Systems -- Modelling and Evaluation of Lexical and Syntactic Alignment with a Priming-Based Microplanner -- Natural Language Generation as Planning under Uncertainty for Spoken Dialogue Systems -- Referring Expression Generation -- Generating Approximate Geographic Descriptions -- A Flexible Approach to Class-Based Ordering of Prenominal Modifiers -- Attribute-Centric Referring Expression Generation -- Evaluation of NLG -- Assessing the Trade-Off between System Building Cost and Output Quality in Data-to-Text Generation -- Human Evaluation of a German Surface Realisation Ranker -- Structural Features for Predicting the Linguistic Quality of Text -- Towards Empirical Evaluation of Affective Tactical NLG -- Shared Task Challenges for NLG -- Introducing Shared Tasks to NLG: The TUNA Shared Task Evaluation Challenges -- Generating Referring Expressions in Context: The GREC Task Evaluation Challenges -- The First Challenge on Generating Instructions in Virtual Environments. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Natural language generation (NLG) is a subfield of natural language processing (NLP) that is often characterized as the study of automatically converting non-linguistic representations (e.g., from databases or other knowledge sources) into coherent natural language text. In recent years the field has evolved substantially. Perhaps the most important new development is the current emphasis on data-oriented methods and empirical evaluation. Progress in related areas such as machine translation, dialogue system design and automatic text summarization and the resulting awareness of the importance of language generation, the increasing availability of suitable corpora in recent years, and the organization of shared tasks for NLG, where different teams of researchers develop and evaluate their algorithms on a shared, held out data set have had a considerable impact on the field, and this book offers the first comprehensive overview of recent empirically oriented NLG research. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Database management. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Information storage and retrieval systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Information systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Multimedia systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial Intelligence (incl. Robotics). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Information Storage and Retrieval. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Information Systems Applications (incl.Internet). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Database Management. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data Mining and Knowledge Discovery. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Multimedia Information Systems. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Krahmer, Emiel. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Theune, Mariët. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-642-15573-4 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | E-BOOKS |
| 264 #1 - | |
| -- | Berlin, Heidelberg : |
| -- | Springer Berlin Heidelberg, |
| -- | 2010. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
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| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 0302-9743 ; |
| Withdrawn status | Lost status | Damaged status | Not for loan | Current library | Accession Number | Uniform Resource Identifier | Koha item type |
|---|---|---|---|---|---|---|---|
| IMSc Library | EBK9270 | http://dx.doi.org/10.1007/978-3-642-15573-4 | E-BOOKS |