{"id":"https://openalex.org/W4390897791","doi":"https://doi.org/10.48550/arxiv.2401.06583","title":"Mapping Transformer Leveraged Embeddings for Cross-Lingual Document Representation","display_name":"Mapping Transformer Leveraged Embeddings for Cross-Lingual Document Representation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390897791","doi":"https://doi.org/10.48550/arxiv.2401.06583"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2401.06583","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/abs/2401.06583","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047092114","display_name":"Tsegaye Misikir Tashu","orcid":"https://orcid.org/0000-0002-4498-2486"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tashu, Tsegaye Misikir","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109674507","display_name":"\u0415 \u0413 \u041a\u043e\u043d\u0442\u043e\u0441","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kontos, Eduard-Raul","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074266137","display_name":"Matthia Sabatelli","orcid":"https://orcid.org/0009-0007-7540-8616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabatelli, Matthia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5013519837","display_name":"Mat\u00edas Valdenegro-Toro","orcid":"https://orcid.org/0000-0001-5793-9498"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valdenegro-Toro, Matias","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":77},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.999,"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":0.999,"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":0.9924,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9746,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/mean-reciprocal-rank","display_name":"Mean reciprocal rank","score":0.5911024},{"id":"https://openalex.org/keywords/reciprocal","display_name":"Reciprocal","score":0.53827935},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.43484282}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7641227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74915135},{"id":"https://openalex.org/C44083865","wikidata":"https://www.wikidata.org/wiki/Q3853443","display_name":"Mean reciprocal rank","level":2,"score":0.5911024},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.57587683},{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.53827935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46851254},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46218833},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.43484282},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.21120527},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07667196},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07517749},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2401.06583","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2401.06583","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","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/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2401.06583","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.79,"display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4297883370","https://openalex.org/W4231510080","https://openalex.org/W3118323771","https://openalex.org/W2980701895","https://openalex.org/W2113640060","https://openalex.org/W2111227719","https://openalex.org/W2096699795","https://openalex.org/W2025252807","https://openalex.org/W1923577452","https://openalex.org/W146601322"],"abstract_inverted_index":{"Recommendation":[0],"systems,":[1],"for":[2,133],"documents,":[3],"have":[4,17],"become":[5],"tools":[6],"to":[7,22,59,103,111],"find":[8],"relevant":[9],"content":[10],"on":[11,44],"the":[12,29,90,105,117],"Web.":[13],"However,":[14],"these":[15],"systems":[16],"limitations":[18],"when":[19],"it":[20],"comes":[21],"recommending":[23],"documents":[24,46],"in":[25,38],"languages":[26,48,88],"different":[27],"from":[28],"query":[30],"language,":[31],"which":[32],"means":[33],"they":[34],"might":[35],"overlook":[36],"resources":[37],"non-native":[39],"languages.":[40,141],"This":[41],"research":[42],"focuses":[43],"representing":[45,83],"across":[47,79],"by":[49],"using":[50,75],"Transformer":[51],"Leveraged":[52],"Document":[53],"Representations":[54],"(TLDRs)":[55],"that":[56],"are":[57],"mapped":[58,108],"a":[60,130],"cross-lingual":[61,120],"domain.":[62],"Four":[63],"multilingual":[64],"pre-trained":[65,124],"transformer":[66],"models":[67],"(mBERT,":[68],"mT5":[69],"XLM":[70],"RoBERTa,":[71],"ErnieM)":[72],"were":[73,101],"evaluated":[74],"three":[76],"mapping":[77,127],"methods":[78],"20":[80],"language":[81,136],"pairs":[82],"combinations":[84],"of":[85,89,107,119],"five":[86],"selected":[87],"European":[91],"Union.":[92],"Metrics":[93],"like":[94],"Mate":[95],"Retrieval":[96],"Rate":[97],"and":[98,126],"Reciprocal":[99],"Rank":[100],"used":[102],"measure":[104],"effectiveness":[106],"TLDRs":[109],"compared":[110],"non-mapped":[112],"ones.":[113],"The":[114],"results":[115],"highlight":[116],"power":[118],"representations":[121],"achieved":[122],"through":[123],"transformers":[125],"approaches":[128],"suggesting":[129],"promising":[131],"direction":[132],"expanding":[134],"beyond":[135],"connections,":[137],"between":[138],"two":[139],"specific":[140]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4390897791","counts_by_year":[],"updated_date":"2025-04-23T07:32:28.458564","created_date":"2024-01-16"}