{"id":"https://openalex.org/W4225296661","doi":"https://doi.org/10.1109/icassp43922.2022.9746537","title":"Adjacency Pairs-Aware Hierarchical Attention Networks for Dialogue Intent Classification","display_name":"Adjacency Pairs-Aware Hierarchical Attention Networks for Dialogue Intent Classification","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4225296661","doi":"https://doi.org/10.1109/icassp43922.2022.9746537"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9746537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746537","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","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/A5074080277","display_name":"Jiabao Xu","orcid":"https://orcid.org/0000-0002-1285-9408"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiabao Xu","raw_affiliation_strings":["South China Agricultural University,College of Mathematics and Informatics,China","College of Mathematics and Informatics, South China Agricultural University, China"],"affiliations":[{"raw_affiliation_string":"South China Agricultural University,College of Mathematics and Informatics,China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035581403","display_name":"Peijie Huang","orcid":"https://orcid.org/0000-0002-2106-1334"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijie Huang","raw_affiliation_strings":["South China Agricultural University,College of Mathematics and Informatics,China","College of Mathematics and Informatics, South China Agricultural University, China"],"affiliations":[{"raw_affiliation_string":"South China Agricultural University,College of Mathematics and Informatics,China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102447476","display_name":"Youming Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youming Peng","raw_affiliation_strings":["South China Agricultural University,College of Mathematics and Informatics,China","College of Mathematics and Informatics, South China Agricultural University, China"],"affiliations":[{"raw_affiliation_string":"South China Agricultural University,College of Mathematics and Informatics,China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113923110","display_name":"Jiande Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiande Ding","raw_affiliation_strings":["South China Agricultural University,College of Mathematics and Informatics,China","College of Mathematics and Informatics, South China Agricultural University, China"],"affiliations":[{"raw_affiliation_string":"South China Agricultural University,College of Mathematics and Informatics,China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057027033","display_name":"Boxi Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boxi Huang","raw_affiliation_strings":["South China Agricultural University,College of Mathematics and Informatics,China","College of Mathematics and Informatics, South China Agricultural University, China"],"affiliations":[{"raw_affiliation_string":"South China Agricultural University,College of Mathematics and Informatics,China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106404265","display_name":"Si-Min Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Simin Huang","raw_affiliation_strings":["South China Agricultural University,College of Mathematics and Informatics,China","College of Mathematics and Informatics, South China Agricultural University, China"],"affiliations":[{"raw_affiliation_string":"South China Agricultural University,College of Mathematics and Informatics,China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074080277"],"corresponding_institution_ids":["https://openalex.org/I101479585"],"apc_list":null,"apc_paid":null,"fwci":0.3118,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47829132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"7622","last_page":"7626"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9991000294685364,"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":0.7788706421852112},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.7766155004501343},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.643104076385498},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6084113717079163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5942162275314331},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.577166736125946},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5555800199508667},{"id":"https://openalex.org/keywords/attention-network","display_name":"Attention network","score":0.4992547035217285},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.48036131262779236},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4194338321685791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7788706421852112},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.7766155004501343},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.643104076385498},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6084113717079163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5942162275314331},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.577166736125946},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5555800199508667},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.4992547035217285},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.48036131262779236},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4194338321685791},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp43922.2022.9746537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746537","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 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","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1550863320","https://openalex.org/W1832693441","https://openalex.org/W2064675550","https://openalex.org/W2068687198","https://openalex.org/W2095705004","https://openalex.org/W2120615054","https://openalex.org/W2133564696","https://openalex.org/W2157331557","https://openalex.org/W2250966211","https://openalex.org/W2397579082","https://openalex.org/W2470673105","https://openalex.org/W2896457183","https://openalex.org/W2949446780","https://openalex.org/W2951216772","https://openalex.org/W2963974889","https://openalex.org/W3104257895","https://openalex.org/W4247041257","https://openalex.org/W6631190155","https://openalex.org/W6674330103","https://openalex.org/W6679434410","https://openalex.org/W6752918764","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W1266808","https://openalex.org/W13618705","https://openalex.org/W9218159","https://openalex.org/W9607854","https://openalex.org/W881173","https://openalex.org/W3115526","https://openalex.org/W10582454","https://openalex.org/W13002482","https://openalex.org/W10910819","https://openalex.org/W6265548"],"abstract_inverted_index":{"Dialogue":[0,36,48],"intent":[1,89],"classification":[2,17,33],"is":[3,49,95],"a":[4,72,114],"fundamental":[5],"and":[6,14,55,101,105],"essential":[7],"task":[8],"in":[9,22],"dialogue":[10,66,88,92,109],"systems.":[11],"Although":[12],"sentence-level":[13],"document-level":[15],"text":[16],"have":[18],"made":[19],"dramatic":[20],"progress":[21],"recent":[23],"years":[24],"with":[25,51],"the":[26,99,108,120,127,138,142],"help":[27],"of":[28,46,116,141],"deep":[29],"learning":[30],"technology,":[31],"dialogue-level":[32],"remains":[34],"challenging.":[35],"has":[37],"unique":[38,58],"characteristics":[39],"that":[40,61],"distinguish":[41],"it":[42],"from":[43],"other":[44],"types":[45],"text.":[47],"interactive,":[50],"feedback":[52],"between":[53],"speakers,":[54],"turn-taking.":[56],"These":[57],"features":[59,123],"suggest":[60],"model":[62],"architecture":[63],"should":[64],"take":[65],"structure":[67],"into":[68,126],"account":[69],"to":[70,97,110],"learn":[71],"better":[73,139],"representation.":[74],"In":[75],"this":[76],"paper":[77],"we":[78],"propose":[79],"an":[80],"Adjacency":[81],"Pairs-Aware":[82],"Hierarchical":[83],"Attention":[84],"Network":[85],"(AP-HAN)":[86],"for":[87],"classification.":[90],"A":[91],"reconstruction":[93],"strategy":[94],"designed":[96],"match":[98],"question":[100],"answer":[102],"utterances":[103],"properly":[104],"then":[106],"make":[107],"be":[111],"presented":[112],"as":[113],"sequence":[115],"adjacent":[117],"pairs.":[118],"Then,":[119],"adjacency":[121],"pairs":[122],"are":[124],"incorporated":[125],"hierarchical":[128],"attention":[129],"network.":[130],"Experimental":[131],"results":[132],"on":[133],"public":[134],"CCL2018-Task1":[135],"corpus":[136],"show":[137],"performance":[140],"proposed":[143],"model.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
