{"id":"https://openalex.org/W2183758686","doi":null,"title":"A New Framework for Domain Adaptation without Model Retraining","display_name":"A New Framework for Domain Adaptation without Model Retraining","publication_year":2013,"publication_date":"2013-11-14","ids":{"openalex":"https://openalex.org/W2183758686","mag":"2183758686"},"language":"en","primary_location":{"id":"pmh:oai:www.ideals.illinois.edu:2142/46012","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/46012","pdf_url":"https://www.ideals.illinois.edu/items/46022/bitstreams/135932/data.pdf","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"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":"Technical Report"},"volume":null,"type":"report","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ideals.illinois.edu/items/46022/bitstreams/135932/data.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103563094","display_name":"Gourab Kundu","orcid":"https://orcid.org/0000-0002-1480-6908","observed_orcids":["https://orcid.org/0000-0002-1480-6908"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gourab Kundu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Ming\u2010Wei Chang","orcid":"https://orcid.org/0000-0002-0137-8895","observed_orcids":["https://orcid.org/0000-0002-0137-8895"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming\u2010Wei Chang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0137-8895","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023802054","display_name":"Dan Roth","orcid":"https://orcid.org/0009-0002-1447-5173","observed_orcids":["https://orcid.org/0009-0002-1447-5173"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dan Roth","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-1447-5173","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5028518494","display_name":"ChengXiang Zhai","orcid":"https://orcid.org/0000-0002-6434-3702","observed_orcids":["https://orcid.org/0000-0002-6434-3702"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ChengXiang Zhai","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6434-3702","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":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9937000274658203,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9937000274658203,"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":0.005499999970197678,"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":0.0005000000237487257,"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/domain-adaptation","display_name":"domain adaptation","score":0.9789999723434448},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"named entity recognition","score":0.8410000205039978},{"id":"https://openalex.org/keywords/scientific-texts","display_name":"scientific texts","score":0.9150000214576721},{"id":"https://openalex.org/keywords/data-streams","display_name":"data streams","score":0.5049999952316284},{"id":"https://openalex.org/keywords/web-data","display_name":"web data","score":0.4359999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8000738024711609},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.7404434680938721},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.674793004989624},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6583636403083801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.630702018737793},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6146407127380371},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5893602967262268},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5083550810813904},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4898821711540222},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46414390206336975},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.4515470862388611},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4163541793823242},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3284814953804016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08007615804672241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0689181387424469},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:www.ideals.illinois.edu:2142/46012","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/46012","pdf_url":"https://www.ideals.illinois.edu/items/46022/bitstreams/135932/data.pdf","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"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":"Technical Report"},{"id":"mag:2183758686","doi":null,"is_oa":false,"landing_page_url":"https://www.ideals.illinois.edu/bitstream/handle/2142/46012/gene-adapt-without-retraining.pdf?sequence=2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:www.ideals.illinois.edu:2142/46012","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/46012","pdf_url":"https://www.ideals.illinois.edu/items/46022/bitstreams/135932/data.pdf","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"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":"Technical Report"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2183758686.pdf","grobid_xml":"https://content.openalex.org/works/W2183758686.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W76749362","https://openalex.org/W102867417","https://openalex.org/W1527478795","https://openalex.org/W1536616638","https://openalex.org/W1839843306","https://openalex.org/W1976339715","https://openalex.org/W2006969979","https://openalex.org/W2056451646","https://openalex.org/W2081801689","https://openalex.org/W2096259344","https://openalex.org/W2103374253","https://openalex.org/W2104936489","https://openalex.org/W2107611725","https://openalex.org/W2111362445","https://openalex.org/W2120354757","https://openalex.org/W2123512824","https://openalex.org/W2135912801","https://openalex.org/W2141099517","https://openalex.org/W2148540243","https://openalex.org/W2158108973","https://openalex.org/W2163568299","https://openalex.org/W2172268343","https://openalex.org/W2785349534","https://openalex.org/W2915429162","https://openalex.org/W3105439152"],"related_works":["https://openalex.org/W7098680895","https://openalex.org/W2914057082","https://openalex.org/W2601669715","https://openalex.org/W7099014314","https://openalex.org/W3146885639","https://openalex.org/W3179012756","https://openalex.org/W2903458748","https://openalex.org/W7104383322","https://openalex.org/W2463241543","https://openalex.org/W4205369387"],"abstract_inverted_index":{"Submitted":[0],"by":[1],"kundu2@illinois.edu":[2],"(kundu2@illinois.edu)":[3],"on":[4],"2013-11-14T16:38:20Z":[5],"No.":[6],"of":[7],"bitstreams:":[8],"1":[9],"gene-adapt-without-retraining.pdf:":[10],"224029":[11],"bytes,":[12],"checksum:":[13],"918158e2248b2311861e17b0344d4d08":[14],"(MD5)":[15]},"counts_by_year":[],"updated_date":"2026-10-22T09:42:04.148104","created_date":"2016-06-24T00:00:00"}
