{"id":"https://openalex.org/W2807329228","doi":"https://doi.org/10.18653/v1/n18-3002","title":"Neural Network based Extreme Classification and Similarity Models for Product Matching","display_name":"Neural Network based Extreme Classification and Similarity Models for Product Matching","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2807329228","doi":"https://doi.org/10.18653/v1/n18-3002","mag":"2807329228"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n18-3002","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-3002","pdf_url":"https://www.aclweb.org/anthology/N18-3002.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\n          the Association for Computational Linguistics: Human Language\n          Technologies, Volume 3 (Industry Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/N18-3002.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113272498","display_name":"Kashif Shah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kashif Shah","raw_affiliation_strings":["eBay Research, Hamilton Avenue San Jose, CA 95125, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eBay Research, Hamilton Avenue San Jose, CA 95125, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078033224","display_name":"Sel\u00e7uk K\u00f6pr\u00fc","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Selcuk Kopru","raw_affiliation_strings":["eBay Research, Hamilton Avenue San Jose, CA 95125, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eBay Research, Hamilton Avenue San Jose, CA 95125, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112370049","display_name":"Jean David Ruvini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean David Ruvini","raw_affiliation_strings":["eBay Research, Hamilton Avenue San Jose, CA 95125, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eBay Research, Hamilton Avenue San Jose, CA 95125, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8722,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.92720828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"8","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9987999796867371,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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":0.6887326240539551},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6554133296012878},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5717332363128662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5502620935440063},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5465537905693054},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4869166612625122},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4520726501941681},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35195618867874146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12318000197410583},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07286012172698975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6887326240539551},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6554133296012878},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5717332363128662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5502620935440063},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5465537905693054},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4869166612625122},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4520726501941681},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35195618867874146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12318000197410583},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07286012172698975},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/n18-3002","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-3002","pdf_url":"https://www.aclweb.org/anthology/N18-3002.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\n          the Association for Computational Linguistics: Human Language\n          Technologies, Volume 3 (Industry Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/n18-3002","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-3002","pdf_url":"https://www.aclweb.org/anthology/N18-3002.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\n          the Association for Computational Linguistics: Human Language\n          Technologies, Volume 3 (Industry Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807329228.pdf","grobid_xml":"https://content.openalex.org/works/W2807329228.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W13752685","https://openalex.org/W1940872118","https://openalex.org/W1969221592","https://openalex.org/W1985902122","https://openalex.org/W2043437843","https://openalex.org/W2045968013","https://openalex.org/W2100714283","https://openalex.org/W2147458937","https://openalex.org/W2153579005","https://openalex.org/W2157364932","https://openalex.org/W2167757616","https://openalex.org/W2231920551","https://openalex.org/W2250539671","https://openalex.org/W2460313383","https://openalex.org/W2493916176","https://openalex.org/W2508865106","https://openalex.org/W2510940142","https://openalex.org/W2563351168","https://openalex.org/W2885625746","https://openalex.org/W2950726992","https://openalex.org/W2963626623","https://openalex.org/W3091905774","https://openalex.org/W4294170691","https://openalex.org/W4302400662"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W2012019886","https://openalex.org/W2166090428","https://openalex.org/W2794488505","https://openalex.org/W2381021552","https://openalex.org/W2354749003","https://openalex.org/W4301594054","https://openalex.org/W2377121353"],"abstract_inverted_index":{"Kashif":[0],"Shah,":[1],"Selcuk":[2],"Kopru,":[3],"Jean-David":[4],"Ruvini.":[5],"Proceedings":[6],"of":[7,11,16],"the":[8,12,17],"2018":[9],"Conference":[10],"North":[13],"American":[14],"Chapter":[15],"Association":[18],"for":[19],"Computational":[20],"Linguistics:":[21],"Human":[22],"Language":[23],"Technologies,":[24],"Volume":[25],"3":[26],"(Industry":[27],"Papers).":[28],"2018.":[29]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}