Text Summarisation based on Human Language Technologies and its Applications
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| Format: | Artículo científico |
| Language: | en |
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Sociedad Española para el Procesamiento del Lenguaje Natural
2012
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| author | Elena Lloret Pastor |
| author_facet | Elena Lloret Pastor |
| contents | Text Summarisation based on Human Language Technologies and its Applications Elena Lloret Pastor Computación Text summarisation human language technologies natural language processing The research work carried out in this thesis focuses on Text Summarisation, proposing and developing compendium Text Summarisation tool. This tool takes into account the cognitive perspective, that provides insights of how humans summarise, as well as computational issues needed for its automation. For evaluating compendium, we selected different corpora belonging to a wide range of domains and textual genres. Moreover, we also performed an extrinsic evaluation, applying compendium to three Human Languages Technologies tasks: question answering, opinion minng and text classification. The results obtained show that the generated summaries are very appropriate both for individual users as well as for other Human Language Technologies applications. 2012 artículo científico 1135-5948 https://www.redalyc.org/articulo.oa?id=515751748015 en http://www.redalyc.org/revista.oa?id=5157 Procesamiento del Lenguaje Natural application/pdf Sociedad Española para el Procesamiento del Lenguaje Natural Procesamiento del Lenguaje Natural (España) Num.48 |
| format | Artículo científico |
| id | redalyc_515751748015 |
| institution | Redalyc |
| language | en |
| publishDate | 2012 |
| publisher | Sociedad Española para el Procesamiento del Lenguaje Natural |
| spellingShingle | Text Summarisation based on Human Language Technologies and its Applications Elena Lloret Pastor Computación Text summarisation human language technologies natural language processing Text Summarisation based on Human Language Technologies and its Applications Elena Lloret Pastor Computación Text summarisation human language technologies natural language processing The research work carried out in this thesis focuses on Text Summarisation, proposing and developing compendium Text Summarisation tool. This tool takes into account the cognitive perspective, that provides insights of how humans summarise, as well as computational issues needed for its automation. For evaluating compendium, we selected different corpora belonging to a wide range of domains and textual genres. Moreover, we also performed an extrinsic evaluation, applying compendium to three Human Languages Technologies tasks: question answering, opinion minng and text classification. The results obtained show that the generated summaries are very appropriate both for individual users as well as for other Human Language Technologies applications. 2012 artículo científico 1135-5948 https://www.redalyc.org/articulo.oa?id=515751748015 en http://www.redalyc.org/revista.oa?id=5157 Procesamiento del Lenguaje Natural application/pdf Sociedad Española para el Procesamiento del Lenguaje Natural Procesamiento del Lenguaje Natural (España) Num.48 |
| title | Text Summarisation based on Human Language Technologies and its Applications |
| topic | Computación Text summarisation human language technologies natural language processing |
| url | https://www.redalyc.org/articulo.oa?id=515751748015 |