Miller, Tristan
Hrsg.: Nicolov, Nicolas ; Botcheva, Kalina ; Angelova, Galia ; Mitkov, Ruslan (2004)
Latent Semantic Analysis and the Construction of Coherent Extracts.
In: Recent Advances in Natural Language Processing III
doi: 10.1075/cilt.260.31mil
Buchkapitel, Bibliographie
Kurzbeschreibung (Abstract)
We describe a language-neutral automatic summarization system which aims to produce coherent extracts. It builds an initial extract composed solely of topic sentences, and then recursively fills in the topical lacunae by providing linking material between semantically dissimilar sentences. While experiments with human judges did not prove a statistically significant increase in textual coherence with the use of a latent semantic analysis module, we found a strong positive correlation between coherence and overall summary quality.
| Typ des Eintrags: | Buchkapitel |
|---|---|
| Erschienen: | 2004 |
| Herausgeber: | Nicolov, Nicolas ; Botcheva, Kalina ; Angelova, Galia ; Mitkov, Ruslan |
| Autor(en): | Miller, Tristan |
| Art des Eintrags: | Bibliographie |
| Titel: | Latent Semantic Analysis and the Construction of Coherent Extracts |
| Sprache: | Englisch |
| Publikationsjahr: | 2004 |
| Verlag: | John Benjamins |
| Buchtitel: | Recent Advances in Natural Language Processing III |
| Reihe: | Current Issues in Linguistic Theory (CILT) |
| Band einer Reihe: | 260 |
| DOI: | 10.1075/cilt.260.31mil |
| URL / URN: | https://dx.doi.org/10.1075/cilt.260.31mil |
| Zugehörige Links: | |
| Kurzbeschreibung (Abstract): | We describe a language-neutral automatic summarization system which aims to produce coherent extracts. It builds an initial extract composed solely of topic sentences, and then recursively fills in the topical lacunae by providing linking material between semantically dissimilar sentences. While experiments with human judges did not prove a statistically significant increase in textual coherence with the use of a latent semantic analysis module, we found a strong positive correlation between coherence and overall summary quality. |
| ID-Nummer: | TUD-CS-2004-0011 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Ubiquitäre Wissensverarbeitung |
| Hinterlegungsdatum: | 31 Dez 2016 14:29 |
| Letzte Änderung: | 07 Jan 2019 13:51 |
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