{"id":"https://openalex.org/W4392384462","doi":"https://doi.org/10.1145/3616855.3635796","title":"COTER: Conditional Optimal Transport meets Table Retrieval","display_name":"COTER: Conditional Optimal Transport meets Table Retrieval","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392384462","doi":"https://doi.org/10.1145/3616855.3635796"},"language":"en","primary_location":{"id":"doi:10.1145/3616855.3635796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3616855.3635796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3616855.3635796","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3616855.3635796","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003191191","display_name":"Xun Yao","orcid":"https://orcid.org/0000-0001-5633-8113"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xun Yao","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114132215","display_name":"Zhixin Zhang","orcid":"https://orcid.org/0009-0008-0018-5312"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixin Zhang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074593997","display_name":"Xinrong Hu","orcid":"https://orcid.org/0000-0001-6563-669X"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinrong Hu","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101445040","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-1317-8142"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jack Yang","raw_affiliation_strings":["School of Computing and Information Technology, University of Wollongong, Wollongong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Technology, University of Wollongong, Wollongong, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681268","display_name":"Yi Guo","orcid":"https://orcid.org/0000-0002-8050-5388"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yi Guo","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Parramatta, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Parramatta, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042276878","display_name":"Daniel Zhu","orcid":"https://orcid.org/0009-0006-0276-6482"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel (Dianliang) Zhu","raw_affiliation_strings":["Auxilis Pty Ltd, Wollongong, Australia"],"affiliations":[{"raw_affiliation_string":"Auxilis Pty Ltd, Wollongong, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003191191"],"corresponding_institution_ids":["https://openalex.org/I4210119942"],"apc_list":null,"apc_paid":null,"fwci":1.3901,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82913595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"911","last_page":"919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980000257492065,"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":0.9980000257492065,"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/T11719","display_name":"Data Quality and Management","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9850999712944031,"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":0.8315472602844238},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.7640961408615112},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6562213897705078},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6280565857887268},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6020330190658569},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5869626998901367},{"id":"https://openalex.org/keywords/semantic-matching","display_name":"Semantic matching","score":0.4466205835342407},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41051140427589417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37689700722694397},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2917689085006714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8315472602844238},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.7640961408615112},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6562213897705078},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6280565857887268},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6020330190658569},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5869626998901367},{"id":"https://openalex.org/C2778493491","wikidata":"https://www.wikidata.org/wiki/Q7449072","display_name":"Semantic matching","level":3,"score":0.4466205835342407},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41051140427589417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37689700722694397},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2917689085006714},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3616855.3635796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3616855.3635796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3616855.3635796","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:ro.uow.edu.au:test2021-17324","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/11777","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Harvesting Series","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3616855.3635796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3616855.3635796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3616855.3635796","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392384462.pdf","grobid_xml":"https://content.openalex.org/works/W4392384462.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1990598441","https://openalex.org/W2066512999","https://openalex.org/W2594029062","https://openalex.org/W2750779823","https://openalex.org/W2788550262","https://openalex.org/W2899286282","https://openalex.org/W2908412680","https://openalex.org/W2912500072","https://openalex.org/W2950934844","https://openalex.org/W2963759819","https://openalex.org/W3026889466","https://openalex.org/W3034944976","https://openalex.org/W3035140194","https://openalex.org/W3035231859","https://openalex.org/W3099839495","https://openalex.org/W3099965312","https://openalex.org/W3101082165","https://openalex.org/W3102264439","https://openalex.org/W3136062805","https://openalex.org/W3153032435","https://openalex.org/W3157891451","https://openalex.org/W3161215821","https://openalex.org/W3204652201","https://openalex.org/W4213039371","https://openalex.org/W4221009220","https://openalex.org/W4238846128","https://openalex.org/W4299365791","https://openalex.org/W4318718892"],"related_works":["https://openalex.org/W4394360958","https://openalex.org/W2948670949","https://openalex.org/W4288047943","https://openalex.org/W4394193569","https://openalex.org/W2140798747","https://openalex.org/W1797990060","https://openalex.org/W2948169060","https://openalex.org/W1986106996","https://openalex.org/W4285012873","https://openalex.org/W2122517733"],"abstract_inverted_index":{"Ad":[0],"hoc":[1],"table":[2,65],"retrieval":[3,26],"refers":[4],"to":[5,23,37,60,76,84,91],"the":[6,21,39,69,78,87,94],"task":[7,27],"of":[8,41,64],"performing":[9],"semantic":[10],"matching":[11],"between":[12],"given":[13],"queries":[14,57],"and":[15,82],"candidate":[16,51],"tables.":[17],"In":[18],"recent":[19],"years,":[20],"approach":[22],"addressing":[24],"this":[25],"has":[28],"undergone":[29],"significant":[30],"shifts,":[31],"transitioning":[32],"from":[33],"utilizing":[34],"hand-crafted":[35],"features":[36],"leveraging":[38],"power":[40],"Pre-trained":[42],"Language":[43],"Models":[44],"(PLMs).":[45],"However,":[46],"key":[47],"challenges":[48],"arise":[49],"when":[50],"tables":[52],"contain":[53],"shared":[54],"items,":[55],"and/or":[56],"may":[58],"refer":[59],"only":[61],"a":[62],"subset":[63],"items":[66,81,89],"rather":[67],"than":[68],"entire":[70],"one.":[71],"Existing":[72],"models":[73],"often":[74],"struggle":[75],"distinguish":[77],"most":[79],"informative":[80],"fail":[83],"accurately":[85],"identify":[86],"relevant":[88],"required":[90],"match":[92],"with":[93],"query.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}