{"id":"https://openalex.org/W2972922532","doi":"https://doi.org/10.1162/tacl_a_00287","title":"Weakly Supervised Domain Detection","display_name":"Weakly Supervised Domain Detection","publication_year":2019,"publication_date":"2019-09-11","ids":{"openalex":"https://openalex.org/W2972922532","doi":"https://doi.org/10.1162/tacl_a_00287","mag":"2972922532"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00287","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00287","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00287/1923641/tacl_a_00287.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00287/1923641/tacl_a_00287.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023350949","display_name":"Yumo Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yumo Xu","raw_affiliation_strings":["Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB","Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041024491","display_name":"Mirella Lapata","orcid":"https://orcid.org/0000-0002-2107-1516"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mirella Lapata","raw_affiliation_strings":["Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB","Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Institute for Language, Cognition and Computation School of Informatics, University of Edinburgh 10 Crichton Street, Edinburgh EH8 9AB, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023350949","https://openalex.org/A5041024491"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":0.4335,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72247979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"581","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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":0.9991999864578247,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9973000288009644,"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":0.8917879462242126},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8485123515129089},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.7650296092033386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6885414123535156},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6717442274093628},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6627783179283142},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6061369776725769},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5193303823471069},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4611310064792633},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.372783899307251},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07401502132415771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8917879462242126},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8485123515129089},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.7650296092033386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6885414123535156},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6717442274093628},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6627783179283142},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6061369776725769},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5193303823471069},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4611310064792633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.372783899307251},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07401502132415771},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1162/tacl_a_00287","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00287","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00287/1923641/tacl_a_00287.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4ef942b292d146cdb8a7bb807cf57f19","is_oa":true,"landing_page_url":"https://doaj.org/article/4ef942b292d146cdb8a7bb807cf57f19","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 7, Pp 581-596 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00287","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00287","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00287/1923641/tacl_a_00287.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8199999928474426,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G656068760","display_name":null,"funder_award_id":"FA8650-17-C-9118","funder_id":"https://openalex.org/F4320333051","funder_display_name":"Intelligence Advanced Research Projects Activity"}],"funders":[{"id":"https://openalex.org/F4320312530","display_name":"Office of the Director of National Intelligence","ror":"https://ror.org/01v3fsc55"},{"id":"https://openalex.org/F4320333051","display_name":"Intelligence Advanced Research Projects Activity","ror":"https://ror.org/01v3fsc55"},{"id":"https://openalex.org/F4320337349","display_name":"NIH Office of the Director","ror":"https://ror.org/00fj8a872"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972922532.pdf","grobid_xml":"https://content.openalex.org/works/W2972922532.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W174427690","https://openalex.org/W1482214997","https://openalex.org/W1490960179","https://openalex.org/W1502957213","https://openalex.org/W1508044906","https://openalex.org/W1516184288","https://openalex.org/W1525595230","https://openalex.org/W1533861849","https://openalex.org/W1540386283","https://openalex.org/W1544144649","https://openalex.org/W1550206324","https://openalex.org/W1554039773","https://openalex.org/W1603598191","https://openalex.org/W1607035479","https://openalex.org/W1832693441","https://openalex.org/W1847618513","https://openalex.org/W1880262756","https://openalex.org/W1969486090","https://openalex.org/W2009761865","https://openalex.org/W2048827870","https://openalex.org/W2067624665","https://openalex.org/W2098062695","https://openalex.org/W2102419107","https://openalex.org/W2104936489","https://openalex.org/W2110119381","https://openalex.org/W2110951295","https://openalex.org/W2111362445","https://openalex.org/W2113609017","https://openalex.org/W2114315281","https://openalex.org/W2115578160","https://openalex.org/W2115641419","https://openalex.org/W2120354757","https://openalex.org/W2120708938","https://openalex.org/W2122683976","https://openalex.org/W2124859243","https://openalex.org/W2133288557","https://openalex.org/W2158108973","https://openalex.org/W2165075008","https://openalex.org/W2165698076","https://openalex.org/W2248051232","https://openalex.org/W2250473257","https://openalex.org/W2260901818","https://openalex.org/W2302382203","https://openalex.org/W2470673105","https://openalex.org/W2559655401","https://openalex.org/W2565214228","https://openalex.org/W2593581739","https://openalex.org/W2596567068","https://openalex.org/W2597289420","https://openalex.org/W2598912124","https://openalex.org/W2601748485","https://openalex.org/W2604738573","https://openalex.org/W2607662938","https://openalex.org/W2612690371","https://openalex.org/W2612972698","https://openalex.org/W2626778328","https://openalex.org/W2740540529","https://openalex.org/W2760234924","https://openalex.org/W2769436106","https://openalex.org/W2785994509","https://openalex.org/W2796084947","https://openalex.org/W2798858969","https://openalex.org/W2892181857","https://openalex.org/W2899771611","https://openalex.org/W2911640577","https://openalex.org/W2912409473","https://openalex.org/W2913668833","https://openalex.org/W2914181088","https://openalex.org/W2917458986","https://openalex.org/W2949117887","https://openalex.org/W2953127297","https://openalex.org/W2963082289","https://openalex.org/W2964046515","https://openalex.org/W2964121744","https://openalex.org/W2990138404","https://openalex.org/W3037932933"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W3148229873","https://openalex.org/W2091301346","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4306886878","https://openalex.org/W4323520239","https://openalex.org/W107105315"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"introduce":[4],"domain":[5,58,105],"detection":[6,59,106],"as":[7],"a":[8,38],"new":[9],"natural":[10],"language":[11],"processing":[12],"task.":[13],"We":[14,52,77,99],"argue":[15],"that":[16,23,30,79],"the":[17,43,102],"ability":[18],"to":[19,74,90],"detect":[20],"textual":[21],"segments":[22],"are":[24,31],"domain-heavy":[25],"(i.e.,":[26],"sentences":[27],"or":[28],"phrases":[29],"representative":[32],"of":[33,47,93,104],"and":[34,45,60,72,97],"provide":[35],"evidence":[36],"for":[37,57,107],"given":[39],"domain)":[40],"could":[41],"enhance":[42],"robustness":[44],"portability":[46],"various":[48],"text":[49,91,108],"classification":[50],"applications.":[51],"propose":[53],"an":[54],"encoder-detector":[55],"framework":[56],"bootstrap":[61],"classifiers":[62],"with":[63,82],"multiple":[64],"instance":[65],"learning.":[66],"The":[67],"model":[68,86],"is":[69],"hierarchically":[70],"organized":[71],"suited":[73],"multilabel":[75],"classification.":[76],"demonstrate":[78],"despite":[80],"learning":[81],"minimal":[83],"supervision,":[84],"our":[85],"can":[87],"be":[88],"applied":[89],"spans":[92],"different":[94],"granularities,":[95],"languages,":[96],"genres.":[98],"also":[100],"showcase":[101],"potential":[103],"summarization.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
