{"id":"https://openalex.org/W2732356275","doi":"https://doi.org/10.18653/v1/k17-2004","title":"Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection","display_name":"Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2732356275","doi":"https://doi.org/10.18653/v1/k17-2004","mag":"2732356275"},"language":"en","primary_location":{"id":"doi:10.18653/v1/k17-2004","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k17-2004","pdf_url":"https://www.aclweb.org/anthology/K17-2004.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 CoNLL SIGMORPHON 2017 Shared Task: Universal\n          Morphological Reinflection","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/K17-2004.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089340248","display_name":"Peter Makarov","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Peter Makarov","raw_affiliation_strings":["Institute of Computational Linguistics, University of Zurich, Switzerland","University of Zurich Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Computational Linguistics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]},{"raw_affiliation_string":"University of Zurich Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082575464","display_name":"Tatiana Ruzsics","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tatiana Ruzsics","raw_affiliation_strings":["CorpusLab, URPP Language and Space, University of Zurich, Switzerland","University of Zurich Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"CorpusLab, URPP Language and Space, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]},{"raw_affiliation_string":"University of Zurich Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073027507","display_name":"Simon Clematide","orcid":"https://orcid.org/0000-0003-1365-0662"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Simon Clematide","raw_affiliation_strings":["Institute of Computational Linguistics, University of Zurich, Switzerland","University of Zurich Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Computational Linguistics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]},{"raw_affiliation_string":"University of Zurich Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089340248"],"corresponding_institution_ids":["https://openalex.org/I202697423"],"apc_list":null,"apc_paid":null,"fwci":0.837,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80474004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"57"},"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":0.9997000098228455,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/copying","display_name":"Copying","score":0.8117386102676392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7489644289016724},{"id":"https://openalex.org/keywords/lemma","display_name":"Lemma (botany)","score":0.7424441576004028},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6430471539497375},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6283499598503113},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5372338891029358},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5366033911705017},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4476260542869568},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42280158400535583},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3708622455596924},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3460380733013153},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1415243148803711}],"concepts":[{"id":"https://openalex.org/C2779151265","wikidata":"https://www.wikidata.org/wiki/Q1156791","display_name":"Copying","level":2,"score":0.8117386102676392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7489644289016724},{"id":"https://openalex.org/C2777759810","wikidata":"https://www.wikidata.org/wiki/Q149316","display_name":"Lemma (botany)","level":3,"score":0.7424441576004028},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6430471539497375},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6283499598503113},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5372338891029358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5366033911705017},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4476260542869568},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42280158400535583},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3708622455596924},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3460380733013153},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1415243148803711},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C46757340","wikidata":"https://www.wikidata.org/wiki/Q43238","display_name":"Poaceae","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.18653/v1/k17-2004","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k17-2004","pdf_url":"https://www.aclweb.org/anthology/K17-2004.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 CoNLL SIGMORPHON 2017 Shared Task: Universal\n          Morphological Reinflection","raw_type":"proceedings-article"},{"id":"pmh:oai:www.zora.uzh.ch:149265","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Makarov, Peter; Ruzsics, Tatiana; Clematide, Simon  (2017). Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection.  In: 15th Annual SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology at CoNLL 2017, Vancouver, Canada, 3 August 2017 - 4 August 2017. Association for Computational Linguistics, 49-57.","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:arXiv.org:1707.01355","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1707.01355","pdf_url":"https://arxiv.org/pdf/1707.01355","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1707.01355","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1707.01355","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_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5167/uzh-149265","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-149265","pdf_url":null,"source":{"id":"https://openalex.org/S7407051291","display_name":"Universit\u00e4t Z\u00fcrich, ZORA","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.18653/v1/k17-2004","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k17-2004","pdf_url":"https://www.aclweb.org/anthology/K17-2004.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 CoNLL SIGMORPHON 2017 Shared Task: Universal\n          Morphological Reinflection","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2732356275.pdf","grobid_xml":"https://content.openalex.org/works/W2732356275.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2133564696","https://openalex.org/W2250273070","https://openalex.org/W2296283641","https://openalex.org/W2304113845","https://openalex.org/W2515098781","https://openalex.org/W2594229957","https://openalex.org/W2606974598","https://openalex.org/W2949952998","https://openalex.org/W2951777936","https://openalex.org/W2963752701"],"related_works":["https://openalex.org/W2963635689","https://openalex.org/W2997407508","https://openalex.org/W2564413943","https://openalex.org/W3088139932","https://openalex.org/W2949800357","https://openalex.org/W2979065840","https://openalex.org/W2943085977","https://openalex.org/W3168616017","https://openalex.org/W3166703466","https://openalex.org/W2157812664","https://openalex.org/W2963225662","https://openalex.org/W2889077436","https://openalex.org/W1846229687","https://openalex.org/W3092429393","https://openalex.org/W3195035318","https://openalex.org/W3174896143","https://openalex.org/W2973122905","https://openalex.org/W2949794029","https://openalex.org/W2950632879","https://openalex.org/W2969907977"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,6,11,24,45,52,55,58,147,151,175],"submissions":[4],"by":[5,63],"University":[7],"of":[8,33,54,115,150,172],"Zurich":[9],"to":[10,22],"SIGMOR-PHON":[12],"2017":[13,153],"shared":[14],"task":[15,20,46],"on":[16,38],"morphological":[17],"reinflection.":[18],"The":[19,93,104],"is":[21,61,96,107,146],"predict":[23],"inflected":[25,59],"form":[26,60],"given":[27],"a":[28,31,48,101,108,113,120,161],"lemma":[29,56,66],"and":[30,129],"set":[32,114],"morpho-syntactic":[34],"features.":[35],"We":[36,124],"focus":[37],"neural":[39,72,109],"network":[40,73],"approaches":[41],"that":[42,79,131],"can":[43],"tackle":[44],"in":[47,88],"limited-resource":[49],"setting.":[50],"As":[51],"transduction":[53],"into":[57],"dominated":[62],"copying":[64,83],"over":[65,112],"characters,":[67],"we":[68],"propose":[69],"two":[70],"recurrent":[71],"architectures":[74],"with":[75,100,126,163],"hard":[76],"monotonic":[77],"attention":[78],"are":[80],"strong":[81,137],"at":[82],"and,":[84],"yet,":[85],"substantially":[86],"different":[87],"how":[89],"they":[90],"achieve":[91],"this.":[92],"first":[94],"approach":[95,106],"an":[97],"encoderdecoder":[98],"model":[99],"copy":[102],"mechanism.":[103],"second":[105],"statetransition":[110],"system":[111,144],"explicit":[116],"edit":[117],"actions,":[118],"including":[119],"designated":[121],"COPY":[122],"action.":[123],"experiment":[125],"character":[127],"alignment":[128,134],"find":[130],"naive,":[132],"greedy":[133],"consistently":[135],"produces":[136],"results":[138],"for":[139],"some":[140],"languages.":[141],"Our":[142],"best":[143,177],"combination":[145],"overall":[148],"winner":[149],"SIG-MORPHON":[152],"Shared":[154],"Task":[155],"1":[156],"without":[157],"external":[158],"resources.":[159],"At":[160],"setting":[162],"100":[164],"training":[165],"samples,":[166],"both":[167],"our":[168],"approaches,":[169],"as":[170],"ensembles":[171],"models,":[173],"outperform":[174],"next":[176],"competitor.":[178]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2022-10-02T00:00:00"}
