{"id":"https://openalex.org/W3023908230","doi":"https://doi.org/10.48550/arxiv.2004.13956","title":"Zero-shot topic generation","display_name":"Zero-shot topic generation","publication_year":2020,"publication_date":"2020-04-29","ids":{"openalex":"https://openalex.org/W3023908230","doi":"https://doi.org/10.48550/arxiv.2004.13956","mag":"3023908230"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2004.13956","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13956","pdf_url":"https://arxiv.org/pdf/2004.13956","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.13956","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054978313","display_name":"Oleg Vasilyev","orcid":"https://orcid.org/0000-0002-4735-6106","observed_orcids":["https://orcid.org/0000-0002-4735-6106"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vasilyev, Oleg","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004642055","display_name":"Kathryn Evans","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Evans, Kathryn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017136705","display_name":"Anna Venancio\u2010Marques","orcid":"https://orcid.org/0000-0002-3273-5912","observed_orcids":["https://orcid.org/0000-0002-3273-5912"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Venancio-Marques, Anna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Bohannon, John","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bohannon, John","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":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/T10028","display_name":"Topic Modeling","score":0.9779999852180481,"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":0.9779999852180481,"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":0.01850000023841858,"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":0.000699999975040555,"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/topic-labeling","display_name":"topic labeling","score":0.625},{"id":"https://openalex.org/keywords/news-articles","display_name":"news articles","score":0.7059999704360962}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.804961085319519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6996627449989319},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5965256690979004},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5789957046508789},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5454490780830383},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.52810138463974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5194392204284668},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4918954372406006},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.442066490650177},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13080239295959473},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2004.13956","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13956","pdf_url":"https://arxiv.org/pdf/2004.13956","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:3023908230","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2004.13956.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2004.13956","doi":"https://doi.org/10.48550/arxiv.2004.13956","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.13956","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.13956","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13956","pdf_url":"https://arxiv.org/pdf/2004.13956","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3023908230.pdf","grobid_xml":"https://content.openalex.org/works/W3023908230.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W2159426623","https://openalex.org/W2163659824","https://openalex.org/W2167329753","https://openalex.org/W2174706414","https://openalex.org/W2251295945","https://openalex.org/W2594155836","https://openalex.org/W2930279335","https://openalex.org/W2939896848","https://openalex.org/W2943885981","https://openalex.org/W2963265326","https://openalex.org/W2979553568","https://openalex.org/W2980194748","https://openalex.org/W3010079046"],"related_works":["https://openalex.org/W4389472577","https://openalex.org/W3119704797","https://openalex.org/W3103772063","https://openalex.org/W2939896848","https://openalex.org/W4389524276","https://openalex.org/W4394650659","https://openalex.org/W7131809053","https://openalex.org/W7118201681","https://openalex.org/W2565836511","https://openalex.org/W4411735122"],"abstract_inverted_index":{"We":[0,24,79],"present":[1],"an":[2],"approach":[3],"to":[4,73,129],"generating":[5],"topics":[6,20,94,99],"using":[7],"a":[8,32,36,42,50,68,81],"model":[9,117],"trained":[10],"only":[11],"for":[12,38,44,60,121],"document":[13,37,63],"title":[14,43],"generation,":[15],"with":[16,96,101],"zero":[17],"examples":[18],"of":[19,31,41,53,76,91],"given":[21],"during":[22],"training.":[23],"leverage":[25],"features":[26],"that":[27,45,56,114,124],"capture":[28],"the":[29,39,54,62,74,77,89],"relevance":[30],"candidate":[33],"span":[34],"in":[35,84],"generation":[40],"document.":[46],"The":[47,105,108,111],"output":[48],"is":[49],"weighted":[51],"collection":[52],"phrases":[55],"are":[57,125],"most":[58],"relevant":[59],"describing":[61],"and":[64,107],"distinguishing":[65],"it":[66],"within":[67],"corpus,":[69],"without":[70],"requiring":[71],"access":[72],"rest":[75],"corpus.":[78],"conducted":[80],"double-blind":[82],"trial":[83],"which":[85],"human":[86],"annotators":[87],"scored":[88],"quality":[90,132],"our":[92,115],"machine-generated":[93],"along":[95],"original":[97],"human-written":[98],"associated":[100],"news":[102,122],"articles":[103],"from":[104],"Guardian":[106],"Huffington":[109],"Post.":[110],"results":[112],"show":[113],"zero-shot":[116],"generates":[118],"topic":[119],"labels":[120],"documents":[123],"on":[126],"average":[127],"equal":[128],"or":[130],"higher":[131],"than":[133],"those":[134],"written":[135],"by":[136,140],"humans,":[137],"as":[138],"judged":[139],"humans.":[141]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-05-13T00:00:00"}
