Discourse processing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
San Rafael
Morgan & Claypool
2012
|
| Schriftenreihe: | Synthesis lectures on human language technologies
15 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | VIII, 155 S. Illustrationen, Diagramme |
| ISBN: | 9781608457342 |
Internformat
MARC
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Datensatz im Suchindex
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|---|---|
| adam_text |
vii Contents Acknowledgments. ix 1 Introduction. 1 2 Large Discourse Units and Topics. 7 3 2.1 Genre-induced text structure. 7 2.1.1 Logical document structure. 9 2.1.2 Content zones . 13 2.1.3 Example: Scientific papers. 13 2.1.4 Example: Film reviews. 15 2.2 Topic-based segmentation . 16 2.2.1 Introduction: “What is this all about?”. 16 2.2.2 Exploiting surface cues. 19 2.2.3 Lexical chains.22 2.2.4 Word distributions. 28 2.2.5 Probabilistic
models of segmentation and topics. 34 2.2.6 Combining evidence. 36 2.3 Summary.37 Coreference Resolution. 39 3.1 Reference and coreference: An overview. 40 3.2 Corpus annotation. 46 3.3 Entity-based local coherence. 51 3.4 Determining anaphoricity and familiarity status. 54 3.5 Rule-based methods for resolving nominal anaphora.57 3.5.1 Matching proper names. 57 3.5.2 Pronoun resolution . 58 3.5.3 Resolving definite noun phrases . 61 3.5.4 Web-assisted resolution of ‘other’-anaphora . 63 3.6 Statistical approaches to coreference resolution.
65 3.6.1 Features. 66 3.6.2 Mention-pair models . 68
viii 3.6.3 Alternative models. 71 4 3.7 Evaluation. 74 3.8 Summary. 75 Small Discourse Units and Coherence Relations. 79 4.1 Coherence relations. 79 4.2 Segmentation: Finding elementary discourse units. 87 4.2.1 Defining EDUs. 87 4.2.2 A subproblem: Attribution. 90 4.2.3 Automatic EDU segmentation. 92 4.3 Recognizing coherence relations. 97 4.3.1 Connectives: An introduction. 97 4.3.2 Identifying connectives. 101 4.3.3 Interpreting connectives. 103 4.3.4 Detecting implicit coherence
relations. 110 4.3.5 Finding relations: The problem at large. 112 4.4 Coherence-relational text structure. 113 4.4.1 Trees . 114 4.4.2 Parsing coherence-relational trees.117 4.4.3 Graphs. 123 4.5 Summary: Guessing or underspecifying?. 126 5 Summary: Text Structure on Multiple Interacting Levels . 129 Д Sample text. 133 Bibliography. 137 Author’s Biography. 155 |
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| title | Discourse processing |
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