{"id":"https://openalex.org/W4372260428","doi":"https://doi.org/10.1109/icassp49357.2023.10096210","title":"LED: Label Correlation Enhanced Decoder for Multi-Label Text Classification","display_name":"LED: Label Correlation Enhanced Decoder for Multi-Label Text Classification","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372260428","doi":"https://doi.org/10.1109/icassp49357.2023.10096210"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10096210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10096210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028133931","display_name":"Kefan Ma","orcid":"https://orcid.org/0000-0001-7436-1085"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kefan Ma","raw_affiliation_strings":["Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101405953","display_name":"Zheng Huang","orcid":"https://orcid.org/0000-0002-7245-0620"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Huang","raw_affiliation_strings":["Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112350018","display_name":"Xinrui Deng","orcid":"https://orcid.org/0000-0002-4922-7711"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinrui Deng","raw_affiliation_strings":["Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101802659","display_name":"Jie Guo","orcid":"https://orcid.org/0000-0002-8564-626X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Guo","raw_affiliation_strings":["Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088072972","display_name":"Weidong Qiu","orcid":"https://orcid.org/0000-0001-6428-1655"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Qiu","raw_affiliation_strings":["Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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/T11644","display_name":"Spam and Phishing Detection","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9937999844551086,"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":0.8006685376167297},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.7333373427391052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6646984815597534},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6557339429855347},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5382643938064575},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.49103617668151855},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4880434572696686},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.45152583718299866},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43330878019332886},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4263848066329956},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.42551666498184204},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4197622537612915},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40885934233665466},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10838788747787476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8006685376167297},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.7333373427391052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6646984815597534},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6557339429855347},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5382643938064575},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49103617668151855},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4880434572696686},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.45152583718299866},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43330878019332886},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4263848066329956},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.42551666498184204},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4197622537612915},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40885934233665466},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10838788747787476},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10096210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10096210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1999954155","https://openalex.org/W2150102617","https://openalex.org/W2156935079","https://openalex.org/W2295072214","https://openalex.org/W2751120573","https://openalex.org/W2759474451","https://openalex.org/W2896457183","https://openalex.org/W2937123588","https://openalex.org/W2949448715","https://openalex.org/W2963248507","https://openalex.org/W2963631426","https://openalex.org/W2963912736","https://openalex.org/W2971092323","https://openalex.org/W2997713239","https://openalex.org/W3015468748","https://openalex.org/W3035690777","https://openalex.org/W3109636347","https://openalex.org/W3175161202","https://openalex.org/W3175301415","https://openalex.org/W3176676637","https://openalex.org/W3184087575","https://openalex.org/W3193078993","https://openalex.org/W4226405420","https://openalex.org/W4289313402","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6681875376","https://openalex.org/W6683097776","https://openalex.org/W6739901393","https://openalex.org/W6743622377","https://openalex.org/W6752554729","https://openalex.org/W6755207826","https://openalex.org/W6761137555","https://openalex.org/W6776048684","https://openalex.org/W6797822351","https://openalex.org/W6798617289","https://openalex.org/W6804264429"],"related_works":["https://openalex.org/W2365264209","https://openalex.org/W2509431957","https://openalex.org/W2026999166","https://openalex.org/W2067317451","https://openalex.org/W1599954583","https://openalex.org/W1992685502","https://openalex.org/W4211007821","https://openalex.org/W2802395037","https://openalex.org/W4389565704","https://openalex.org/W2154771632"],"abstract_inverted_index":{"Multi-label":[0],"text":[1,74],"classification,":[2],"which":[3,29],"aims":[4],"to":[5,39,48,104],"predict":[6],"the":[7,17,41,56,78,106,121,127],"relevant":[8],"labels":[9,34,84],"for":[10,72],"each":[11],"given":[12],"document,":[13],"is":[14],"one":[15],"of":[16,20,58,82,129],"fundamental":[18],"tasks":[19],"natural":[21],"language":[22],"processing.":[23],"Recent":[24],"studies":[25],"have":[26],"utilized":[27],"Transformer,":[28],"embeds":[30],"texts":[31],"and":[32,54,90],"class":[33,83],"into":[35],"a":[36,66,101],"joint":[37],"space":[38],"capture":[40,105],"label":[42,67,88,92],"correlation.":[43],"However,":[44],"existing":[45],"methods":[46],"tend":[47],"take":[49],"up":[50],"extra":[51],"input":[52],"length":[53],"ignore":[55],"significance":[57],"taxonomic":[59],"hierarchy.":[60],"For":[61],"this":[62],"reason,":[63],"we":[64,99],"introduce":[65],"correlation":[68,93],"enhanced":[69],"decoder":[70],"(LED)":[71],"multi-label":[73],"classification.":[75],"LED":[76,119],"predicts":[77],"presence":[79],"or":[80],"absence":[81],"in":[85],"parallel":[86],"with":[87],"representation":[89],"captures":[91],"through":[94],"multi-task":[95],"learning.":[96],"In":[97],"addition,":[98],"propose":[100],"hierarchy-aware":[102],"mask":[103],"hierarchical":[107],"dependency":[108],"between":[109],"labels.":[110],"Comprehensive":[111],"experiments":[112],"on":[113],"four":[114],"benchmark":[115],"datasets":[116],"show":[117],"that":[118],"outperforms":[120],"state-of-the-art":[122],"baselines.":[123],"Detailed":[124],"analysis":[125],"validates":[126],"effectiveness":[128],"our":[130],"proposed":[131],"method.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}