{"id":"https://openalex.org/W2250479665","doi":"https://doi.org/10.3115/v1/p14-5015","title":"kLogNLP: Graph Kernel\u2013based Relational Learning of Natural Language","display_name":"kLogNLP: Graph Kernel\u2013based Relational Learning of Natural Language","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2250479665","doi":"https://doi.org/10.3115/v1/p14-5015","mag":"2250479665"},"language":"en","primary_location":{"id":"doi:10.3115/v1/p14-5015","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/p14-5015","pdf_url":"https://aclanthology.org/P14-5015.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/P14-5015.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018506461","display_name":"Mathias Verbeke","orcid":"https://orcid.org/0000-0001-8297-6071"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Mathias Verbeke","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027422071","display_name":"Paolo Frasconi","orcid":"https://orcid.org/0000-0003-3117-9245"},"institutions":[{"id":"https://openalex.org/I4210108802","display_name":"Gestione Sistemi per l\u2019Informatica (Italy)","ror":"https://ror.org/01gyw2394","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210108802"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Frasconi","raw_affiliation_strings":["Dipartimento di Sistemi e Informatica, Universit degli Studi di Firenze, Italy,","Dipartimento di Sistemi e Informatica, Universit\u00e0 degli Studi di Firenze, Italy,"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Sistemi e Informatica, Universit degli Studi di Firenze, Italy,","institution_ids":["https://openalex.org/I45084792","https://openalex.org/I4210108802"]},{"raw_affiliation_string":"Dipartimento di Sistemi e Informatica, Universit\u00e0 degli Studi di Firenze, Italy,","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107834207","display_name":"Kurt De Grave","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kurt De Grave","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064539521","display_name":"Fabrizio Costa","orcid":"https://orcid.org/0000-0002-4900-995X"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabrizio Costa","raw_affiliation_strings":["Institut fr Informatik, Albert-Ludwigs-Universitt, Germany,","Institut f\u00fcr Informatik, Albert-Ludwigs-Universit\u00e4t, Germany,"],"affiliations":[{"raw_affiliation_string":"Institut fr Informatik, Albert-Ludwigs-Universitt, Germany,","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Institut f\u00fcr Informatik, Albert-Ludwigs-Universit\u00e4t, Germany,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078136609","display_name":"Luc De Raedt","orcid":"https://orcid.org/0000-0002-6860-6303"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Luc De Raedt","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018506461"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.8457,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82627622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8397116661071777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5796683430671692},{"id":"https://openalex.org/keywords/natural-language-programming","display_name":"Natural language programming","score":0.5588501691818237},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5331247448921204},{"id":"https://openalex.org/keywords/declarative-programming","display_name":"Declarative programming","score":0.5274807810783386},{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.5056824684143066},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4785371720790863},{"id":"https://openalex.org/keywords/inductive-logic-programming","display_name":"Inductive logic programming","score":0.47390902042388916},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4735497534275055},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4728824496269226},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.46685558557510376},{"id":"https://openalex.org/keywords/inductive-programming","display_name":"Inductive programming","score":0.2949428856372833},{"id":"https://openalex.org/keywords/universal-networking-language","display_name":"Universal Networking Language","score":0.22148090600967407},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.2146044373512268},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.1258370280265808}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8397116661071777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5796683430671692},{"id":"https://openalex.org/C67463725","wikidata":"https://www.wikidata.org/wiki/Q17081452","display_name":"Natural language programming","level":5,"score":0.5588501691818237},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5331247448921204},{"id":"https://openalex.org/C146206909","wikidata":"https://www.wikidata.org/wiki/Q531152","display_name":"Declarative programming","level":4,"score":0.5274807810783386},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.5056824684143066},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4785371720790863},{"id":"https://openalex.org/C2779382394","wikidata":"https://www.wikidata.org/wiki/Q1464197","display_name":"Inductive logic programming","level":2,"score":0.47390902042388916},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4735497534275055},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4728824496269226},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.46685558557510376},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.2949428856372833},{"id":"https://openalex.org/C83479923","wikidata":"https://www.wikidata.org/wiki/Q2063748","display_name":"Universal Networking Language","level":4,"score":0.22148090600967407},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.2146044373512268},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.1258370280265808},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C129353971","wikidata":"https://www.wikidata.org/wiki/Q5156949","display_name":"Comprehension approach","level":3,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3115/v1/p14-5015","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/p14-5015","pdf_url":"https://aclanthology.org/P14-5015.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/451228","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/451228","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Annual Meeting of the Association for Computational Lingusitics (ACL), Baltimore, Maryland, USA, 22-27 June 2014","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.636.1004","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.636.1004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://aclweb.org/anthology/P/P14/P14-5015.pdf","raw_type":"text"},{"id":"pmh:oai:flore.unifi.it:2158/952200","is_oa":false,"landing_page_url":"http://hdl.handle.net/2158/952200","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.3115/v1/p14-5015","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/p14-5015","pdf_url":"https://aclanthology.org/P14-5015.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7900000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2250479665.pdf","grobid_xml":"https://content.openalex.org/works/W2250479665.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W40978630","https://openalex.org/W85238235","https://openalex.org/W114517082","https://openalex.org/W116477960","https://openalex.org/W122290181","https://openalex.org/W126920786","https://openalex.org/W1521626219","https://openalex.org/W1530622307","https://openalex.org/W1918137460","https://openalex.org/W2092304043","https://openalex.org/W2114190652","https://openalex.org/W2123399010","https://openalex.org/W2137476097","https://openalex.org/W2144192824","https://openalex.org/W2147994374","https://openalex.org/W2153635508","https://openalex.org/W3120421331","https://openalex.org/W4234117503","https://openalex.org/W4301353258"],"related_works":["https://openalex.org/W1489817210","https://openalex.org/W1605272418","https://openalex.org/W1987457987","https://openalex.org/W3181676408","https://openalex.org/W320292658","https://openalex.org/W2001007279","https://openalex.org/W2079674650","https://openalex.org/W2596625410","https://openalex.org/W1523236614","https://openalex.org/W1479107351"],"abstract_inverted_index":{"kLog":[0,39],"is":[1],"a":[2,14,29,76,80,88,94],"framework":[3],"for":[4,34],"kernel-based":[5],"learning":[6,58],"that":[7],"has":[8],"already":[9],"proven":[10],"successful":[11],"in":[12,19,75],"solving":[13],"number":[15],"of":[16,46,64,91],"relational":[17,62,73],"tasks":[18],"natural":[20,30],"language":[21,31],"processing.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"present":[27],"kLogNLP,":[28],"processing":[32],"module":[33,37],"kLog.":[35],"This":[36,84],"enriches":[38],"with":[40],"NLP-specific":[41],"preprocessors,":[42],"enabling":[43],"the":[44,65],"use":[45],"existing":[47],"libraries":[48],"and":[49,54,93],"toolkits":[50],"within":[51],"an":[52],"elegant":[53],"powerful":[55],"declarative":[56,77,85],"machine":[57],"framework.":[59],"The":[60],"resulting":[61],"model":[63],"domain":[66,98],"can":[67],"be":[68],"extended":[69],"by":[70],"specifying":[71],"additional":[72],"features":[74],"way":[78,90,95],"using":[79],"logic":[81],"programming":[82],"language.":[83],"approach":[86],"offers":[87],"flexible":[89],"experimentation":[92],"to":[96],"insert":[97],"knowledge.":[99]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
