{"id":"https://openalex.org/W2508601646","doi":"https://doi.org/10.18653/v1/w16-1318","title":"A Comparison of Weak Supervision methods for Knowledge Base Construction","display_name":"A Comparison of Weak Supervision methods for Knowledge Base Construction","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2508601646","doi":"https://doi.org/10.18653/v1/w16-1318","mag":"2508601646"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w16-1318","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-1318","pdf_url":null,"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 5th Workshop on Automated Knowledge Base Construction","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.18653/v1/w16-1318","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039203631","display_name":"Ameet Soni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ameet Soni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091639049","display_name":"Dileep Viswanathan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dileep Viswanathan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037771121","display_name":"Niranjan Pachaiyappan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niranjan Pachaiyappan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5064323671","display_name":"Sriraam Natarajan","orcid":"https://orcid.org/0000-0001-9889-6260"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sriraam Natarajan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"97","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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":0.9955999851226807,"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/proxy","display_name":"Proxy (statistics)","score":0.7846695780754089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6729165315628052},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.646751344203949},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5176049470901489},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.4938822388648987},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.4905802309513092},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4893791079521179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3612934648990631},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3481314182281494},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32868364453315735},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3123800754547119},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1762213408946991}],"concepts":[{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.7846695780754089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6729165315628052},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.646751344203949},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5176049470901489},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.4938822388648987},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.4905802309513092},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4893791079521179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3612934648990631},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3481314182281494},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32868364453315735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3123800754547119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1762213408946991},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w16-1318","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-1318","pdf_url":null,"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 5th Workshop on Automated Knowledge Base Construction","raw_type":"proceedings-article"},{"id":"pmh:oai:works.swarthmore.edu:fac-comp-sci-1047","is_oa":false,"landing_page_url":"https://works.swarthmore.edu/fac-comp-sci/48","pdf_url":null,"source":{"id":"https://openalex.org/S4377196506","display_name":"Works - Scholarship, Research, & Creative Expression (Swarthmore College)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118020396","host_organization_name":"Swarthmore College","host_organization_lineage":["https://openalex.org/I118020396"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Faculty Works","raw_type":"text"}],"best_oa_location":{"id":"doi:10.18653/v1/w16-1318","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-1318","pdf_url":null,"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 5th Workshop on Automated Knowledge Base Construction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1512387364","https://openalex.org/W1604644367","https://openalex.org/W2028137574","https://openalex.org/W2033072307","https://openalex.org/W2101705355","https://openalex.org/W2102267996","https://openalex.org/W2107598941","https://openalex.org/W2123442489","https://openalex.org/W2135209143","https://openalex.org/W2149713870","https://openalex.org/W2296699298","https://openalex.org/W2521045222","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2976808399","https://openalex.org/W2609844752","https://openalex.org/W2981341912","https://openalex.org/W4285246823","https://openalex.org/W4226278302","https://openalex.org/W4385734297","https://openalex.org/W2547211086","https://openalex.org/W4221160509","https://openalex.org/W3114142812","https://openalex.org/W4380551175"],"abstract_inverted_index":{"We":[0,18],"present":[1],"a":[2,32],"comparison":[3],"of":[4,35],"weak":[5,22],"and":[6,38],"distant":[7],"supervision":[8,23,29],"methods":[9],"for":[10,14],"producing":[11],"proxy":[12],"examples":[13,37],"supervised":[15],"relation":[16],"extraction.":[17],"find":[19],"that":[20],"knowledge-based":[21],"tends":[24],"to":[25],"outperform":[26],"popular":[27],"distance":[28],"techniques,":[30],"providing":[31],"higher":[33],"yield":[34],"positive":[36],"more":[39],"accurate":[40],"models.":[41]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
