{"id":"https://openalex.org/W2898770629","doi":"https://doi.org/10.18653/v1/w18-5216","title":"PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection","display_name":"PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898770629","doi":"https://doi.org/10.18653/v1/w18-5216","mag":"2898770629"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-5216","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5216","pdf_url":"https://www.aclweb.org/anthology/W18-5216.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Workshop on Argument Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-5216.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053947568","display_name":"Steffen Eger","orcid":"https://orcid.org/0000-0003-4663-8336"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Steffen Eger","raw_affiliation_strings":["Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitt Darmstadt www","Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universit\u00e4t Darmstadt www"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitt Darmstadt www","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universit\u00e4t Darmstadt www","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014688346","display_name":"Andreas R\u00fcckl\u00e9","orcid":"https://orcid.org/0000-0002-4962-0556"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas R\u00fcckl\u00e9","raw_affiliation_strings":["Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universit\u00e4t Darmstadt www"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universit\u00e4t Darmstadt www","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027450194","display_name":"Iryna Gurevych","orcid":"https://orcid.org/0000-0003-2187-7621"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Iryna Gurevych","raw_affiliation_strings":["Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitt Darmstadt www","Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universit\u00e4t Darmstadt www"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitt Darmstadt www","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universit\u00e4t Darmstadt www","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053947568"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.3384,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69625273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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":0.9998999834060669,"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/T12031","display_name":"Speech and dialogue systems","score":0.9965000152587891,"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":0.8065710067749023},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.7196788191795349},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6925869584083557},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6608333587646484},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6001386642456055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.591570258140564},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.584930956363678},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5453296899795532},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.510167121887207},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.44902172684669495},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43689441680908203},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12366726994514465},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07713419198989868}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8065710067749023},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.7196788191795349},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6925869584083557},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6608333587646484},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6001386642456055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.591570258140564},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.584930956363678},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5453296899795532},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.510167121887207},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.44902172684669495},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43689441680908203},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12366726994514465},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07713419198989868},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w18-5216","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5216","pdf_url":"https://www.aclweb.org/anthology/W18-5216.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Workshop on Argument Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:107055","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/107055/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-5216","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5216","pdf_url":"https://www.aclweb.org/anthology/W18-5216.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Workshop on Argument Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5741896422","display_name":null,"funder_award_id":"RI 803/12-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6215165406","display_name":null,"funder_award_id":"GU 798/18-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898770629.pdf","grobid_xml":"https://content.openalex.org/works/W2898770629.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W22168010","https://openalex.org/W1957461937","https://openalex.org/W2016630033","https://openalex.org/W2041532239","https://openalex.org/W2066288042","https://openalex.org/W2101210369","https://openalex.org/W2142074148","https://openalex.org/W2142523187","https://openalex.org/W2144232471","https://openalex.org/W2148708890","https://openalex.org/W2152691628","https://openalex.org/W2156064360","https://openalex.org/W2161044106","https://openalex.org/W2251931307","https://openalex.org/W2252212383","https://openalex.org/W2296283641","https://openalex.org/W2343649478","https://openalex.org/W2471324264","https://openalex.org/W2471692228","https://openalex.org/W2494423583","https://openalex.org/W2516255829","https://openalex.org/W2572474373","https://openalex.org/W2579343286","https://openalex.org/W2604986524","https://openalex.org/W2609722168","https://openalex.org/W2617039999","https://openalex.org/W2739419429","https://openalex.org/W2741602058","https://openalex.org/W2758503953","https://openalex.org/W2758640791","https://openalex.org/W2793381978","https://openalex.org/W2807405475","https://openalex.org/W2814300277","https://openalex.org/W2949061542","https://openalex.org/W2950938254","https://openalex.org/W2962824887","https://openalex.org/W2962897020","https://openalex.org/W2962902328","https://openalex.org/W2963106052","https://openalex.org/W2963490498","https://openalex.org/W2963591087","https://openalex.org/W2963602293","https://openalex.org/W2964116507","https://openalex.org/W3105663928","https://openalex.org/W3209042722","https://openalex.org/W4293543602","https://openalex.org/W4298393544","https://openalex.org/W4299589691"],"related_works":["https://openalex.org/W4256185029","https://openalex.org/W2141332034","https://openalex.org/W2337488240","https://openalex.org/W2762454042","https://openalex.org/W4388437769","https://openalex.org/W52290235","https://openalex.org/W3007362904","https://openalex.org/W1598849238","https://openalex.org/W756293569","https://openalex.org/W4312998178"],"abstract_inverted_index":{"We":[0,16,33],"consider":[1],"unsupervised":[2],"cross-lingual":[3],"transfer":[4,19,59],"on":[5],"two":[6],"tasks,":[7],"viz.,":[8],"sentence-level":[9],"argumentation":[10],"mining":[11],"and":[12,41,60],"standard":[13],"POS":[14],"tagging.":[15],"combine":[17],"direct":[18,58],"using":[20,48],"bilingual":[21],"embeddings":[22],"with":[23,62],"annotation":[24],"projection,":[25],"which":[26],"projects":[27],"labels":[28],"across":[29],"unlabeled":[30],"parallel":[31,65],"data.":[32],"do":[34],"so":[35],"by":[36,47],"either":[37],"merging":[38],"respective":[39],"source":[40],"target":[42,74],"language":[43],"datasets":[44],"or":[45],"alternatively":[46],"multi-task":[49],"learning.":[50],"Our":[51],"combination":[52],"strategy":[53],"considerably":[54],"improves":[55],"upon":[56],"both":[57],"projection":[61],"few":[63],"available":[64],"sentences,":[66],"the":[67],"most":[68],"realistic":[69],"scenario":[70],"for":[71],"many":[72],"low-resource":[73],"languages.":[75]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
