{"id":"https://openalex.org/W2977736132","doi":"https://doi.org/10.1109/ijcnn.2019.8851718","title":"KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation","display_name":"KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2977736132","doi":"https://doi.org/10.1109/ijcnn.2019.8851718","mag":"2977736132"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8851718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8851718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101536789","display_name":"Shi Yin","orcid":"https://orcid.org/0009-0009-1345-1752"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shi Yin","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101854123","display_name":"Yi Zhou","orcid":"https://orcid.org/0009-0004-8877-5173"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yi Zhou","raw_affiliation_strings":["Institute of Natural and Mathematical Sciences, Massey University (Albany Campus), New Zealand"],"affiliations":[{"raw_affiliation_string":"Institute of Natural and Mathematical Sciences, Massey University (Albany Campus), New Zealand","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783282","display_name":"Chenguang Li","orcid":"https://orcid.org/0009-0007-7673-1714"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenguang Li","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077046519","display_name":"Shangfei Wang","orcid":"https://orcid.org/0000-0003-1164-9895"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangfei Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061104105","display_name":"Jianmin Ji","orcid":"https://orcid.org/0000-0002-1515-0402"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianmin Ji","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084710341","display_name":"Xiaoping Chen","orcid":"https://orcid.org/0000-0001-8992-9286"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Chen","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100694558","display_name":"Ruili Wang","orcid":"https://orcid.org/0000-0001-7117-2772"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Ruili Wang","raw_affiliation_strings":["Institute of Natural and Mathematical Sciences, Massey University (Albany Campus), New Zealand"],"affiliations":[{"raw_affiliation_string":"Institute of Natural and Mathematical Sciences, Massey University (Albany Campus), New Zealand","institution_ids":["https://openalex.org/I51158804"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101536789"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.15361775,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57389241,"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":"1","last_page":"8"},"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":0.9970999956130981,"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/wordnet","display_name":"WordNet","score":0.9204088449478149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8684031963348389},{"id":"https://openalex.org/keywords/word-sense-disambiguation","display_name":"Word-sense disambiguation","score":0.7842010855674744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7265514731407166},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6913315057754517},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.582175612449646},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.578344464302063},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.5586345791816711},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5292325019836426},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49472448229789734},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.45147955417633057},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.440721720457077},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23849251866340637}],"concepts":[{"id":"https://openalex.org/C157659113","wikidata":"https://www.wikidata.org/wiki/Q533822","display_name":"WordNet","level":2,"score":0.9204088449478149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8684031963348389},{"id":"https://openalex.org/C51646954","wikidata":"https://www.wikidata.org/wiki/Q48522","display_name":"Word-sense disambiguation","level":3,"score":0.7842010855674744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7265514731407166},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6913315057754517},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.582175612449646},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.578344464302063},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.5586345791816711},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5292325019836426},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49472448229789734},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.45147955417633057},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.440721720457077},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23849251866340637},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2019.8851718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8851718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W135437175","https://openalex.org/W1971220772","https://openalex.org/W1976252502","https://openalex.org/W2031026221","https://openalex.org/W2035717317","https://openalex.org/W2055518963","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2081580037","https://openalex.org/W2095705004","https://openalex.org/W2096550403","https://openalex.org/W2100664567","https://openalex.org/W2101293500","https://openalex.org/W2120699290","https://openalex.org/W2127128140","https://openalex.org/W2127289991","https://openalex.org/W2131540451","https://openalex.org/W2150752391","https://openalex.org/W2155870214","https://openalex.org/W2159719802","https://openalex.org/W2164019165","https://openalex.org/W2250369422","https://openalex.org/W2250718062","https://openalex.org/W2251322122","https://openalex.org/W2251529656","https://openalex.org/W2251537235","https://openalex.org/W2251581485","https://openalex.org/W2251732932","https://openalex.org/W2252015905","https://openalex.org/W2474424019","https://openalex.org/W2507974895","https://openalex.org/W2508388053","https://openalex.org/W2518202280","https://openalex.org/W2550186622","https://openalex.org/W2557321750","https://openalex.org/W2573981993","https://openalex.org/W2740782137","https://openalex.org/W2757205734","https://openalex.org/W2757601816","https://openalex.org/W2773833318","https://openalex.org/W2785452746","https://openalex.org/W2788445023","https://openalex.org/W2805581412","https://openalex.org/W2949105735","https://openalex.org/W2951368271","https://openalex.org/W2963606136","https://openalex.org/W2964189868","https://openalex.org/W3101843788","https://openalex.org/W4293570420","https://openalex.org/W6605500565","https://openalex.org/W6674330103","https://openalex.org/W6674761130","https://openalex.org/W6678868981","https://openalex.org/W6684165356","https://openalex.org/W6691161265","https://openalex.org/W6691470440","https://openalex.org/W6691526438","https://openalex.org/W6691618750","https://openalex.org/W6691735585","https://openalex.org/W6729469121","https://openalex.org/W6730716285","https://openalex.org/W6731984938","https://openalex.org/W6746661874","https://openalex.org/W6747746210","https://openalex.org/W6748470431","https://openalex.org/W6752283679"],"related_works":["https://openalex.org/W1988325893","https://openalex.org/W2252023808","https://openalex.org/W3114765853","https://openalex.org/W189413142","https://openalex.org/W4385570727","https://openalex.org/W2480501668","https://openalex.org/W1561908597","https://openalex.org/W103065337","https://openalex.org/W2109049551","https://openalex.org/W2772864957"],"abstract_inverted_index":{"We":[0],"propose":[1],"KDSL,":[2],"a":[3,27,74,124,131],"new":[4,51],"word":[5,43],"sense":[6],"disambiguation":[7],"(WSD)":[8],"framework":[9,76],"that":[10,38,99],"utilizes":[11],"knowledge":[12,29],"to":[13,73,83],"automatically":[14,25,49],"generate":[15,50],"sense-labeled":[16,52],"data":[17,53,67,119],"for":[18,127],"supervised":[19,78],"learning.":[20],"First,":[21],"from":[22,56],"WordNet,":[23],"we":[24,48],"construct":[26],"semantic":[28,86],"base":[30],"called":[31],"DisDict,":[32],"which":[33],"provides":[34,123],"refined":[35],"feature":[36,90],"words":[37,91],"highlight":[39],"the":[40,85],"differences":[41],"among":[42,88],"senses,":[44],"i.e.,":[45],"synsets.":[46],"Second,":[47],"by":[54],"DisDict":[55],"unlabeled":[57,69],"corpora.":[58],"Third,":[59],"these":[60],"generated":[61],"data,":[62,70],"together":[63],"with":[64],"manually":[65,117],"labeled":[66,118],"and":[68,79,92],"are":[71],"fed":[72],"neural":[75],"conducting":[77],"unsupervised":[80],"learning":[81],"jointly":[82],"model":[84],"relations":[87],"synsets,":[89],"their":[93],"contexts.":[94],"The":[95],"experimental":[96],"results":[97],"show":[98],"KDSL":[100],"outperforms":[101],"several":[102],"representative":[103],"state-of-the-art":[104],"methods":[105],"on":[106],"various":[107],"major":[108],"benchmarks.":[109],"Interestingly,":[110],"it":[111],"performs":[112],"relatively":[113],"well":[114],"even":[115],"when":[116],"is":[120],"unavailable,":[121],"thus":[122],"potential":[125],"solution":[126],"similar":[128],"tasks":[129],"in":[130],"lack":[132],"of":[133],"manual":[134],"annotations.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
