KBGen - Text Generation for Knowledge Bases as a New Shared Task
Identifieur interne : 002D40 ( Hal/Curation ); précédent : 002D39; suivant : 002D41KBGen - Text Generation for Knowledge Bases as a New Shared Task
Auteurs : Eva Banik [Royaume-Uni] ; Claire Gardent [France] ; Donia Scott [Royaume-Uni] ; Nikhil Dinesh [États-Unis] ; Fennie Linag [Royaume-Uni]Source :
Abstract
In this paper we propose a new shared task where the aim is to produce coherent descriptions of concepts and relationships in a frame-based knowledge base (KB). We propose to use AURA, a freely available KB, for the shared task and illustrate an application context for NLG. We show that the same application context and the need for language generation tools can be generalized to other biology knowledge bases. We argue that the easy availability of input data and a larger research community -- both domain experts and knowledge representation experts -- which actively uses these knowledge bases, along with regular evaluation experiments, creates an ideal scenario for a shared task.
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We propose to use AURA, a freely available KB, for the shared task and illustrate an application context for NLG. We show that the same application context and the need for language generation tools can be generalized to other biology knowledge bases. We argue that the easy availability of input data and a larger research community -- both domain experts and knowledge representation experts -- which actively uses these knowledge bases, along with regular evaluation experiments, creates an ideal scenario for a shared task.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">KBGen - Text Generation for Knowledge Bases as a New Shared Task</title><author role="aut"><persName><forename type="first">Eva</forename><surname>Banik</surname></persName><email></email><idno type="halauthor">800024</idno><affiliation ref="#struct-210275"></affiliation></author><author role="aut"><persName><forename type="first">Claire</forename><surname>Gardent</surname></persName><email></email><idno type="idhal">claire-gardent</idno><idno type="halauthor">797414</idno><affiliation ref="#struct-178243"></affiliation></author><author role="aut"><persName><forename type="first">Donia</forename><surname>Scott</surname></persName><email></email><idno type="halauthor">800025</idno><affiliation ref="#struct-210276"></affiliation></author><author role="aut"><persName><forename type="first">Nikhil</forename><surname>Dinesh</surname></persName><email></email><idno type="halauthor">800026</idno><affiliation ref="#struct-87773"></affiliation></author><author role="aut"><persName><forename type="first">Fennie</forename><surname>Linag</surname></persName><email></email><idno type="halauthor">800027</idno><affiliation ref="#struct-90659"></affiliation></author><editor role="depositor"><persName><forename>Claire</forename><surname>Gardent</surname></persName><email>claire.gardent@loria.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2012-12-22 11:33:51</date><date type="whenModified">2015-09-22 01:09:17</date><date type="whenReleased">2012-12-22 14:41:09</date><date type="whenProduced">2012-05-30</date><date type="whenEndEmbargoed">2012-12-22</date><ref type="file" target="https://hal.archives-ouvertes.fr/hal-00768616/document"><date notBefore="2012-12-22"></date></ref><ref type="file" subtype="author" n="1" target="https://hal.archives-ouvertes.fr/hal-00768616/file/W12-1526.pdf"><date notBefore="2012-12-22"></date></ref></edition><respStmt><resp>contributor</resp><name key="103135"><persName><forename>Claire</forename><surname>Gardent</surname></persName><email>claire.gardent@loria.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-00768616</idno><idno type="halUri">https://hal.archives-ouvertes.fr/hal-00768616</idno><idno type="halBibtex">banik:hal-00768616</idno><idno type="halRefHtml">The seventh International Natural Language Generation Conference. Starved Rock, Illinois, USA., May 2012, Starved Rock, Illinois, United States. pp.141-146, 2012</idno><idno type="halRef">The seventh International Natural Language Generation Conference. Starved Rock, Illinois, USA., May 2012, Starved Rock, Illinois, United States. pp.141-146, 2012</idno></publicationStmt><seriesStmt><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="LORIA-TALC" p="LORIA">Traitement automatique des langues et des connaissances</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno></seriesStmt><notesStmt><note type="audience" n="2">International</note><note type="invited" n="0">No</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note><note type="proceedings" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">KBGen - Text Generation for Knowledge Bases as a New Shared Task</title><author role="aut"><persName><forename type="first">Eva</forename><surname>Banik</surname></persName><idno type="halAuthorId">800024</idno><affiliation ref="#struct-210275"></affiliation></author><author role="aut"><persName><forename type="first">Claire</forename><surname>Gardent</surname></persName><idno type="idHal">claire-gardent</idno><idno type="halAuthorId">797414</idno><affiliation ref="#struct-178243"></affiliation></author><author role="aut"><persName><forename type="first">Donia</forename><surname>Scott</surname></persName><idno type="halAuthorId">800025</idno><affiliation ref="#struct-210276"></affiliation></author><author role="aut"><persName><forename type="first">Nikhil</forename><surname>Dinesh</surname></persName><idno type="halAuthorId">800026</idno><affiliation ref="#struct-87773"></affiliation></author><author role="aut"><persName><forename type="first">Fennie</forename><surname>Linag</surname></persName><idno type="halAuthorId">800027</idno><affiliation ref="#struct-90659"></affiliation></author></analytic><monogr><title level="m">Proceedings of the seventh International Natural Language Generation Conference</title><meeting><title>The seventh International Natural Language Generation Conference. Starved Rock, Illinois, USA.</title><date type="start">2012-05-30</date><date type="end">2012-06-01</date><settlement>Starved Rock, Illinois</settlement><country key="US">United States</country></meeting><imprint><biblScope unit="pp">141-146</biblScope><date type="datePub">2012-05-30</date></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><classCode scheme="halDomain" n="info.info-tt">Computer Science [cs]/Document and Text Processing</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="en">In this paper we propose a new shared task where the aim is to produce coherent descriptions of concepts and relationships in a frame-based knowledge base (KB). We propose to use AURA, a freely available KB, for the shared task and illustrate an application context for NLG. We show that the same application context and the need for language generation tools can be generalized to other biology knowledge bases. We argue that the easy availability of input data and a larger research community -- both domain experts and knowledge representation experts -- which actively uses these knowledge bases, along with regular evaluation experiments, creates an ideal scenario for a shared task.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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