{"id":"https://openalex.org/W4392822170","doi":"https://doi.org/10.48550/arxiv.2403.08043","title":"Authorship Style Transfer with Policy Optimization","display_name":"Authorship Style Transfer with Policy Optimization","publication_year":2024,"publication_date":"2024-03-12","ids":{"openalex":"https://openalex.org/W4392822170","doi":"https://doi.org/10.48550/arxiv.2403.08043"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.08043","pdf_url":"http://arxiv.org/pdf/2403.08043","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2403.08043","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031757773","display_name":"Shuai Liu","orcid":"https://orcid.org/0000-0002-9412-1430"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Shuai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102186934","display_name":"Shantanu Agarwal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agarwal, Shantanu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5000874697","display_name":"Jonathan May","orcid":"https://orcid.org/0000-0002-5284-477X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"May, Jonathan","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":78},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9903,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9903,"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":[],"concepts":[{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.76059353},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.43185607},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.35833773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32244828},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.16043565},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.1277524},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.08043","pdf_url":"http://arxiv.org/pdf/2403.08043","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.08043","pdf_url":"http://arxiv.org/pdf/2403.08043","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391913857","https://openalex.org/W2748952813","https://openalex.org/W2478288626","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2356229341","https://openalex.org/W2350741829","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Authorship":[0],"style":[1,33,48,73,89,105],"transfer":[2,56,97],"aims":[3],"to":[4,71,95],"rewrite":[5],"a":[6,10,28,43,68,80,101],"given":[7],"text":[8],"into":[9],"specified":[11],"target":[12,32,47],"while":[13],"preserving":[14],"the":[15,19,25],"original":[16],"meaning":[17],"in":[18,108],"source.":[20],"Existing":[21],"approaches":[22,63],"rely":[23],"on":[24],"availability":[26],"of":[27,31,46,54],"large":[29],"number":[30,45],"exemplars":[34],"for":[35,86],"model":[36],"training.":[37],"However,":[38],"these":[39],"overlook":[40],"cases":[41,110],"where":[42],"limited":[44],"examples":[49],"are":[50],"available.":[51],"The":[52],"development":[53],"parameter-efficient":[55],"learning":[57],"techniques":[58],"and":[59,107],"policy":[60],"optimization":[61],"(PO)":[62],"suggest":[64],"lightweight":[65],"PO":[66],"is":[67],"feasible":[69],"approach":[70],"low-resource":[72,87],"transfer.":[74,90],"In":[75],"this":[76],"work,":[77],"we":[78],"propose":[79],"simple":[81],"two":[82],"step":[83],"tune-and-optimize":[84],"technique":[85,94],"textual":[88],"We":[91],"apply":[92],"our":[93],"authorship":[96],"as":[98,100],"well":[99],"larger-data":[102],"native":[103],"language":[104],"task":[106],"both":[109],"find":[111],"it":[112],"outperforms":[113],"state-of-the-art":[114],"baseline":[115],"models.":[116]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4392822170","counts_by_year":[],"updated_date":"2025-04-04T10:13:15.752666","created_date":"2024-03-15"}