{"id":"https://openalex.org/W2963906317","doi":"https://doi.org/10.18653/v1/n18-1029","title":"Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing","display_name":"Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2963906317","doi":"https://doi.org/10.18653/v1/n18-1029","mag":"2963906317"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n18-1029","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-1029","pdf_url":"https://www.aclweb.org/anthology/N18-1029.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 the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/N18-1029.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051355265","display_name":"K. M. Annervaz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Annervaz K M","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017183605","display_name":"Somnath Basu Roy Chowdhury","orcid":null},"institutions":[{"id":"https://openalex.org/I1310439424","display_name":"Accenture (Switzerland)","ror":"https://ror.org/041r3e346","country_code":"CH","type":"company","lineage":["https://openalex.org/I1310439424","https://openalex.org/I4210093804"]},{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["CH","IN"],"is_corresponding":false,"raw_author_name":"Somnath Basu Roy Chowdhury","raw_affiliation_strings":["IIT Kharagpur","Indian Institute of Science, Accenture Technology Labs","Indian Institute of Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Science, Accenture Technology Labs","institution_ids":["https://openalex.org/I1310439424"]},{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010292297","display_name":"Ambedkar Dukkipati","orcid":"https://orcid.org/0000-0002-6352-6283"},"institutions":[{"id":"https://openalex.org/I1310439424","display_name":"Accenture (Switzerland)","ror":"https://ror.org/041r3e346","country_code":"CH","type":"company","lineage":["https://openalex.org/I1310439424","https://openalex.org/I4210093804"]},{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["CH","IN"],"is_corresponding":false,"raw_author_name":"Ambedkar Dukkipati","raw_affiliation_strings":["IIT Kharagpur","Indian Institute of Science","Indian Institute of Science, Accenture Technology Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Indian Institute of Science, Accenture Technology Labs","institution_ids":["https://openalex.org/I1310439424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.998199999332428,"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":0.8084767460823059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5533205270767212},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5242407917976379},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5097643733024597},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49785327911376953},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47643619775772095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32265377044677734},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21027922630310059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8084767460823059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5533205270767212},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5242407917976379},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5097643733024597},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49785327911376953},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47643619775772095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32265377044677734},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21027922630310059}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/n18-1029","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-1029","pdf_url":"https://www.aclweb.org/anthology/N18-1029.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 the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/n18-1029","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-1029","pdf_url":"https://www.aclweb.org/anthology/N18-1029.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 the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963906317.pdf","grobid_xml":"https://content.openalex.org/works/W2963906317.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W790941020","https://openalex.org/W1522301498","https://openalex.org/W1529533208","https://openalex.org/W1614298861","https://openalex.org/W1663973292","https://openalex.org/W1689711448","https://openalex.org/W1832693441","https://openalex.org/W1840435438","https://openalex.org/W1870428314","https://openalex.org/W1902237438","https://openalex.org/W2094728533","https://openalex.org/W2102381086","https://openalex.org/W2127426251","https://openalex.org/W2127795553","https://openalex.org/W2133564696","https://openalex.org/W2145544171","https://openalex.org/W2165698076","https://openalex.org/W2172684358","https://openalex.org/W2228826686","https://openalex.org/W2243512948","https://openalex.org/W2250342289","https://openalex.org/W2250539671","https://openalex.org/W2250807343","https://openalex.org/W2283196293","https://openalex.org/W2336384382","https://openalex.org/W2499696929","https://openalex.org/W2556343638","https://openalex.org/W2561179021","https://openalex.org/W2581887665","https://openalex.org/W2612467493","https://openalex.org/W2949972983","https://openalex.org/W2950577311","https://openalex.org/W2963503534","https://openalex.org/W2963534707","https://openalex.org/W2963589668","https://openalex.org/W2963688791","https://openalex.org/W2964121744","https://openalex.org/W3120740533","https://openalex.org/W3126976873","https://openalex.org/W4212863985","https://openalex.org/W4302294249","https://openalex.org/W4388152766"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2086348228","https://openalex.org/W2350679292","https://openalex.org/W1982750869","https://openalex.org/W2113077220"],"abstract_inverted_index":{"Annervaz":[0],"K":[1],"M,":[2],"Somnath":[3],"Basu":[4],"Roy":[5],"Chowdhury,":[6],"Ambedkar":[7],"Dukkipati.":[8],"Proceedings":[9],"of":[10,14,19],"the":[11,15,20],"2018":[12],"Conference":[13],"North":[16],"American":[17],"Chapter":[18],"Association":[21],"for":[22],"Computational":[23],"Linguistics:":[24],"Human":[25],"Language":[26],"Technologies,":[27],"Volume":[28],"1":[29],"(Long":[30],"Papers).":[31],"2018.":[32]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}