{"id":"https://openalex.org/W4379117130","doi":"https://doi.org/10.1109/taslp.2023.3282379","title":"HIM: An End-to-End Hierarchical Interaction Model for Aspect Sentiment Triplet Extraction","display_name":"HIM: An End-to-End Hierarchical Interaction Model for Aspect Sentiment Triplet Extraction","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379117130","doi":"https://doi.org/10.1109/taslp.2023.3282379"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2023.3282379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2023.3282379","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5100622199","display_name":"Yaxin Liu","orcid":"https://orcid.org/0000-0003-4111-5798"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaxin Liu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","School of Cyber Security, University of Chinese Academy of Sciences, Being, China"],"raw_orcid":"https://orcid.org/0000-0003-4111-5798","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Being, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101601138","display_name":"Yan Zhou","orcid":"https://orcid.org/0000-0002-9468-3257"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhou","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","School of Cyber Security, University of Chinese Academy of Sciences, Being, China"],"raw_orcid":"https://orcid.org/0000-0002-9468-3257","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Being, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101651748","display_name":"Ziming Li","orcid":"https://orcid.org/0009-0004-7529-7176"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziming Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","School of Cyber Security, University of Chinese Academy of Sciences, Being, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Being, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101617586","display_name":"Junlin Wang","orcid":"https://orcid.org/0009-0002-3715-1980"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlin Wang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","School of Cyber Security, University of Chinese Academy of Sciences, Being, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Being, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026526428","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0003-3622-3970"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3622-3970","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018288181","display_name":"Songlin Hu","orcid":"https://orcid.org/0000-0002-7170-3809"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songlin Hu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","School of Cyber Security, University of Chinese Academy of Sciences, Being, China"],"raw_orcid":"https://orcid.org/0000-0002-7170-3809","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Being, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8553,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91995372,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"31","issue":null,"first_page":"2272","last_page":"2285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9980999827384949,"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":0.9891999959945679,"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":0.6939420104026794},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6355544924736023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5976707339286804},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5174082517623901},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4698212146759033},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.46538227796554565},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42497706413269043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6939420104026794},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6355544924736023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5976707339286804},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5174082517623901},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4698212146759033},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.46538227796554565},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42497706413269043},{"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2023.3282379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2023.3282379","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G2350478760","display_name":null,"funder_award_id":"61702500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":56,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2079735306","https://openalex.org/W2160660844","https://openalex.org/W2251294039","https://openalex.org/W2251648804","https://openalex.org/W2465978385","https://openalex.org/W2525778437","https://openalex.org/W2552110825","https://openalex.org/W2809290718","https://openalex.org/W2896457183","https://openalex.org/W2896786335","https://openalex.org/W2899663614","https://openalex.org/W2903852246","https://openalex.org/W2905325083","https://openalex.org/W2907265599","https://openalex.org/W2946015932","https://openalex.org/W2949660355","https://openalex.org/W2962741379","https://openalex.org/W2963264961","https://openalex.org/W2965579538","https://openalex.org/W2978061969","https://openalex.org/W2998446468","https://openalex.org/W3034990686","https://openalex.org/W3035375600","https://openalex.org/W3068336208","https://openalex.org/W3087931390","https://openalex.org/W3101095342","https://openalex.org/W3101602207","https://openalex.org/W3104579227","https://openalex.org/W3105083537","https://openalex.org/W3105293920","https://openalex.org/W3130007472","https://openalex.org/W3130600047","https://openalex.org/W3138389337","https://openalex.org/W3155127799","https://openalex.org/W3174860526","https://openalex.org/W3175404808","https://openalex.org/W3176038554","https://openalex.org/W3176690085","https://openalex.org/W3176920001","https://openalex.org/W3177239031","https://openalex.org/W3182720144","https://openalex.org/W3190684574","https://openalex.org/W4226470037","https://openalex.org/W4288089799","https://openalex.org/W4294753594","https://openalex.org/W4300166660","https://openalex.org/W6727690538","https://openalex.org/W6729856301","https://openalex.org/W6755207826","https://openalex.org/W6755977528","https://openalex.org/W6769627184","https://openalex.org/W6785086036","https://openalex.org/W6790743722","https://openalex.org/W6843128294","https://openalex.org/W6843814252"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3013279174","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W4317653575"],"abstract_inverted_index":{"Aspect":[0],"Sentiment":[1],"Triplet":[2],"Extraction":[3],"(ASTE)":[4],"is":[5],"an":[6,136],"emerging":[7],"task":[8],"of":[9,28,35,49,53,202,248],"fine-grained":[10],"sentiment":[11,23,42],"analysis,":[12],"which":[13],"aims":[14],"to":[15,45,93,105,123,163,191,197],"extract":[16],"aspect":[17],"terms,":[18,21],"associated":[19],"opinion":[20],"and":[22,40,72,108,144,184,228,237,246],"polarities":[24],"in":[25],"the":[26,46,169,199,203,216,244],"form":[27],"triplets.":[29],"Thus,":[30],"ASTE":[31,125],"involves":[32],"two":[33,151,235],"groups":[34],"subtasks:":[36],"aspect/opinion":[37],"term":[38,226],"extraction":[39,227],"aspect-opinion-pair":[41],"classification.":[43,230],"Due":[44],"high":[47],"correlations":[48],"subtasks,":[50],"three":[51],"categories":[52],"joint":[54],"methods":[55,80],"have":[56],"been":[57],"proposed,":[58],"including":[59],"<italic":[60,66,73],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[61,67,74],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">end-to-end":[62],"tagging-based":[63],"methods</i>":[64,70,77],",":[65,71],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">cascaded":[68],"span-based":[69],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">sequence-to-sequence":[75],"generation-based":[76],".":[78],"These":[79],"basically":[81],"learn":[82,106],"either":[83],"a":[84,89,119,127,179,185,208],"shared":[85,90],"feature":[86],"space":[87],"or":[88],"sentence":[91],"encoder":[92],"capture":[94,164,192],"interactions":[95,146,224],"across":[96,147],"all":[97],"subtasks":[98,148],"by":[99],"parameter":[100],"sharing.":[101],"However,":[102],"they":[103],"fail":[104],"deep":[107,143],"mutual":[109,145],"interactive":[110],"features":[111,218],"for":[112],"ASTE.":[113],"In":[114],"this":[115],"work,":[116],"we":[117,134,206],"present":[118],"novel":[120,180],"tagging":[121],"scheme":[122],"cast":[124],"as":[126,219],"unified":[128],"boundary-words":[129],"relation":[130],"classification":[131],"problem.":[132],"Subsequently,":[133],"propose":[135],"end-to-end":[137],"Hierarchical":[138],"Interaction":[139,175],"Model":[140],"(HIM),":[141],"exploiting":[142],"mainly":[149],"with":[150],"interaction":[152,156,171],"modules.":[153],"The":[154],"first-level":[155,204],"module":[157],"primarily":[158],"leverages":[159],"multi-task":[160],"learning":[161],"models":[162],"implicit":[165],"subtask":[166,194],"interactions.":[167,195],"Then,":[168],"second-level":[170],"module,":[172,205],"namely":[173],"Gated":[174],"Network":[176],"(GIN),":[177],"adopts":[178],"gated":[181],"control":[182],"mechanism":[183],"newly-designed":[186],"Conditional":[187],"BiLSTM":[188],"(Cond-BiLSTM)":[189],"network":[190],"explicit":[193],"Moreover,":[196],"refine":[198],"unreliable":[200],"outputs":[201],"develop":[207],"General":[209],"word-Pair":[210],"Relationship":[211],"Learning":[212],"(G-PRL)":[213],"component.":[214],"With":[215],"task-shared":[217],"input,":[220],"G-PRL":[221],"further":[222],"facilitates":[223],"between":[225],"pair":[229],"We":[231],"conduct":[232],"experiments":[233],"on":[234],"benchmarks":[236],"achieve":[238],"promising":[239],"results.":[240],"Extensive":[241],"analyses":[242],"demonstrate":[243],"effectiveness":[245],"flexibility":[247],"our":[249],"work.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
