{"id":"https://openalex.org/W7204708986","doi":"https://doi.org/10.5281/zenodo.22168065","title":"Multilingual vs. English-Only Intermediate Tasks in Zero-Shot Cross-Lingual Transfer with Adversarial Perturbations","display_name":"Multilingual vs. English-Only Intermediate Tasks in Zero-Shot Cross-Lingual Transfer with Adversarial Perturbations","publication_year":2026,"publication_date":"2026-08-30","ids":{"openalex":"https://openalex.org/W7204708986","doi":"https://doi.org/10.5281/zenodo.22168065"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.22168065","doi":"https://doi.org/10.5281/zenodo.22168065","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22168065","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Report"},"volume":null,"type":"report","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.22168065","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137364423","display_name":"Assignee Research","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Assignee Research","raw_affiliation_strings":["Autonomous AI Research System"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Autonomous AI Research System","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5137364423"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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":0.9301999807357788,"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":0.9301999807357788,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.026900000870227814,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.02329999953508377,"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/intermediate-task-fine-tuning","display_name":"intermediate-task training","score":0.8709999918937683},{"id":"https://openalex.org/keywords/zero-shot-cross-lingual-transfer","display_name":"zero-shot cross-lingual transfer","score":0.9919999837875366},{"id":"https://openalex.org/keywords/multilingual-intermediate-tasks","display_name":"multilingual intermediate tasks","score":0.8519999980926514},{"id":"https://openalex.org/keywords/english-only-intermediate-tasks","display_name":"English-only intermediate tasks","score":0.9039999842643738},{"id":"https://openalex.org/keywords/adversarial-perturbations","display_name":"adversarial perturbations","score":0.9470000267028809},{"id":"https://openalex.org/keywords/robustness","display_name":"robustness","score":0.7170000076293945},{"id":"https://openalex.org/keywords/sentence-retrieval","display_name":"sentence retrieval","score":0.7580000162124634},{"id":"https://openalex.org/keywords/language-comprehension","display_name":"language comprehension","score":0.5580000281333923},{"id":"https://openalex.org/keywords/xtreme-benchmark","display_name":"XTREME benchmark","score":0.8240000009536743},{"id":"https://openalex.org/keywords/bucc","display_name":"BUCC","score":0.6269999742507935},{"id":"https://openalex.org/keywords/tatoeba","display_name":"Tatoeba","score":0.996999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.794700026512146},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7423999905586243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.609000027179718},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5964000225067139},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5898000001907349},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5785999894142151},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.569100022315979},{"id":"https://openalex.org/C2779525943","wikidata":"https://www.wikidata.org/wiki/Q1187300","display_name":"Grammaticality","level":3,"score":0.5608999729156494},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4828000068664551},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.44119998812675476},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4027999937534332},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3659000098705292},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.3594000041484833},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3416999876499176},{"id":"https://openalex.org/C2987487971","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexical access","level":3,"score":0.3021000027656555},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.25450000166893005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2540999948978424},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.22168065","doi":"https://doi.org/10.5281/zenodo.22168065","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22168065","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Report"},{"id":"doi:10.5281/zenodo.22168066","doi":"https://doi.org/10.5281/zenodo.22168066","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22168066","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Report"}],"best_oa_location":{"id":"doi:10.5281/zenodo.22168065","doi":"https://doi.org/10.5281/zenodo.22168065","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22168065","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Report"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Intermediate-task":[0],"training---fine-tuning":[1],"a":[2,51],"pretrained":[3],"model":[4,17],"on":[5,12,20,37,55,66,95],"an":[6],"intermediate":[7,43,64,82,87],"task":[8],"before":[9],"fine-tuning":[10],"again":[11],"the":[13,56,67,78],"target":[14,39],"task---often":[15],"improves":[16],"performance":[18,79],"substantially":[19],"language":[21],"understanding":[22],"tasks":[23,83,88],"in":[24,50,89],"monolingual":[25],"English":[26,31],"settings.":[27],"We":[28,59],"investigate":[29],"whether":[30],"intermediate-task":[32,48],"training":[33,65],"is":[34],"still":[35],"helpful":[36],"non-English":[38],"tasks.":[40],"Using":[41],"nine":[42],"language-understanding":[44],"tasks,":[45],"we":[46],"evaluate":[47],"transfer":[49,92],"zero-shot":[52,90],"cross-lingual":[53,91],"setting":[54],"XTREME":[57],"benchmark.":[58],"see":[60],"large":[61],"improvements":[62],"from":[63],"BUCC":[68],"and":[69,104],"Tatoeba":[70],"sentence":[71],"retrieval":[72],"tas":[73],"Research":[74],"goal:":[75],"How":[76],"does":[77],"of":[80],"multilingual":[81],"compare":[84],"to":[85],"English-only":[86],"when":[93],"evaluated":[94],"XTREME-R":[96],"with":[97],"adversarial":[98],"perturbations,":[99],"measured":[100],"by":[101,111],"accuracy":[102],"drops":[103],"robustness":[105],"metrics?":[106],"Autonomous":[107],"synthesis":[108],"report":[109],"generated":[110],"Assignee":[112],"Research.":[113],"Tribunal":[114],"consensus":[115],"score:":[116],"8.4/10.":[117]},"counts_by_year":[],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2026-08-31T00:00:00"}
