{"id":"https://openalex.org/W2739861331","doi":"https://doi.org/10.18653/v1/k17-2003","title":"The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection","display_name":"The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2739861331","doi":"https://doi.org/10.18653/v1/k17-2003","mag":"2739861331"},"language":"en","primary_location":{"id":"doi:10.18653/v1/k17-2003","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k17-2003","pdf_url":"https://www.aclweb.org/anthology/K17-2003.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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/K17-2003.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082874907","display_name":"Katharina Kann","orcid":null},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Katharina Kann","raw_affiliation_strings":["CIS LMU Munich, Germany"],"affiliations":[{"raw_affiliation_string":"CIS LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071144367","display_name":"Hinrich Sch\u00fctze","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]},{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hinrich Sch\u00fctze","raw_affiliation_strings":["CIS LMU Munich, Germany"],"affiliations":[{"raw_affiliation_string":"CIS LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082874907"],"corresponding_institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":4.4854,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95641425,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"48"},"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":0.9998000264167786,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.996999979019165,"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":0.8606112003326416},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.8466513156890869},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7354224920272827},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6498555541038513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5695185661315918},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4755151867866516},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3980903625488281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8606112003326416},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.8466513156890869},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7354224920272827},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6498555541038513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5695185661315918},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4755151867866516},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3980903625488281},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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":1,"locations":[{"id":"doi:10.18653/v1/k17-2003","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k17-2003","pdf_url":"https://www.aclweb.org/anthology/K17-2003.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"}],"best_oa_location":{"id":"doi:10.18653/v1/k17-2003","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k17-2003","pdf_url":"https://www.aclweb.org/anthology/K17-2003.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":[{"score":0.44999998807907104,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320882","display_name":"Volkswagen Foundation","ror":"https://ror.org/03bsmfz84"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739861331.pdf","grobid_xml":"https://content.openalex.org/works/W2739861331.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W46590138","https://openalex.org/W1642393990","https://openalex.org/W1800356822","https://openalex.org/W1990061958","https://openalex.org/W2095705004","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2157331557","https://openalex.org/W2251652123","https://openalex.org/W2294942296","https://openalex.org/W2508815538","https://openalex.org/W2510905642","https://openalex.org/W2515098781","https://openalex.org/W2579496717","https://openalex.org/W2585253991","https://openalex.org/W2739709371","https://openalex.org/W2744813330","https://openalex.org/W2804387108","https://openalex.org/W2962680795","https://openalex.org/W2962705709","https://openalex.org/W2962784628","https://openalex.org/W2963635689","https://openalex.org/W2963645026","https://openalex.org/W2963752701","https://openalex.org/W2963965928","https://openalex.org/W2964121744","https://openalex.org/W2964199361","https://openalex.org/W2964308564","https://openalex.org/W3204406378"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2043093291","https://openalex.org/W2363545964"],"abstract_inverted_index":{"We":[0],"present":[1],"the":[2,6,57,63,69,87,94],"LMU":[3],"system":[4],"for":[5,55,86],"CoNLL-SIGMORPHON":[7],"2017":[8],"shared":[9],"task":[10],"on":[11,37,73,104],"universal":[12],"morphological":[13],"reinflection,":[14],"which":[15],"consists":[16],"of":[17,27,65],"several":[18],"subtasks,":[19],"all":[20,76],"concerned":[21],"with":[22,93],"producing":[23],"an":[24],"inflected":[25],"form":[26,61,96],"a":[28,38,52,83,101],"paradigm":[29],"in":[30,62],"different":[31],"settings.":[32,79],"Our":[33],"solution":[34],"is":[35],"based":[36],"neural":[39],"sequenceto-sequence":[40],"model,":[41],"extended":[42],"by":[43,71,100],"preprocessing":[44],"and":[45,78,90],"data":[46],"augmentation":[47],"methods.":[48],"Additionally,":[49],"we":[50,81],"develop":[51],"new":[53],"algorithm":[54],"selecting":[56],"most":[58],"suitable":[59],"source":[60,95],"case":[64],"multi-source":[66,88],"input,":[67],"outperforming":[68],"baseline":[70],"5.7%":[72],"average":[74],"over":[75],"languages":[77],"Finally,":[80],"propose":[82],"fine-tuning":[84],"approach":[85],"setting,":[89],"combine":[91],"this":[92],"detection,":[97],"increasing":[98],"accuracy":[99],"further":[102],"4.6%":[103],"average.":[105]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":16}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}