{"id":"https://openalex.org/W4386498054","doi":"https://doi.org/10.1145/3622933","title":"Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions","display_name":"Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4386498054","doi":"https://doi.org/10.1145/3622933"},"language":"en","primary_location":{"id":"doi:10.1145/3622933","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3622933","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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":null,"display_name":"Qi Jia","orcid":"https://orcid.org/0000-0001-6104-7249"},"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":true,"raw_author_name":"Qi Jia","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0001-6104-7249","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103202493","display_name":"Yizhu Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yizhu Liu","raw_affiliation_strings":["Meituan, China"],"raw_orcid":"https://orcid.org/0000-0002-7241-120X","affiliations":[{"raw_affiliation_string":"Meituan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101580897","display_name":"Siyu Ren","orcid":"https://orcid.org/0009-0007-6601-5773"},"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":"Siyu Ren","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0009-0007-6601-5773","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101906756","display_name":"Kenny Q. Zhu","orcid":"https://orcid.org/0000-0003-3782-3230"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenny Q. Zhu","raw_affiliation_strings":["University of Texas at Arlington, United States"],"raw_orcid":"https://orcid.org/0000-0003-3782-3230","affiliations":[{"raw_affiliation_string":"University of Texas at Arlington, United States","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.5099,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91416541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"56","issue":"3","first_page":"1","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","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/T12031","display_name":"Speech and dialogue systems","score":0.9993000030517578,"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/automatic-summarization","display_name":"Automatic summarization","score":0.904710054397583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8937902450561523},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.7272518873214722},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.7111488580703735},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5806708931922913},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.50553297996521},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4879993498325348},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4568302631378174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4083150029182434},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4079517126083374}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.904710054397583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8937902450561523},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.7272518873214722},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.7111488580703735},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5806708931922913},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.50553297996521},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4879993498325348},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4568302631378174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4083150029182434},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4079517126083374},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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:10.1145/3622933","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3622933","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":137,"referenced_works":["https://openalex.org/W100656083","https://openalex.org/W1566289585","https://openalex.org/W1591607137","https://openalex.org/W1831406492","https://openalex.org/W1861492603","https://openalex.org/W1980312927","https://openalex.org/W2011950632","https://openalex.org/W2028339364","https://openalex.org/W2064265854","https://openalex.org/W2085116970","https://openalex.org/W2128970689","https://openalex.org/W2250595592","https://openalex.org/W2251120493","https://openalex.org/W2251483872","https://openalex.org/W2251913848","https://openalex.org/W2295124489","https://openalex.org/W2466175319","https://openalex.org/W2594685110","https://openalex.org/W2606974598","https://openalex.org/W2757944457","https://openalex.org/W2786786595","https://openalex.org/W2808114373","https://openalex.org/W2888482885","https://openalex.org/W2889984458","https://openalex.org/W2893531323","https://openalex.org/W2899878526","https://openalex.org/W2902744721","https://openalex.org/W2912904516","https://openalex.org/W2949530332","https://openalex.org/W2952890017","https://openalex.org/W2962704246","https://openalex.org/W2962849707","https://openalex.org/W2962883855","https://openalex.org/W2962965405","https://openalex.org/W2962985882","https://openalex.org/W2963041453","https://openalex.org/W2963087868","https://openalex.org/W2963713206","https://openalex.org/W2963825865","https://openalex.org/W2963926728","https://openalex.org/W2963929190","https://openalex.org/W2964006684","https://openalex.org/W2964262738","https://openalex.org/W2964300796","https://openalex.org/W2970263339","https://openalex.org/W2970641574","https://openalex.org/W2970648896","https://openalex.org/W2980806126","https://openalex.org/W2981852735","https://openalex.org/W2985237994","https://openalex.org/W2988937804","https://openalex.org/W2989743967","https://openalex.org/W2997349160","https://openalex.org/W3008323921","https://openalex.org/W3011411500","https://openalex.org/W3024110527","https://openalex.org/W3034188538","https://openalex.org/W3034383590","https://openalex.org/W3034446185","https://openalex.org/W3034999214","https://openalex.org/W3035259249","https://openalex.org/W3035566559","https://openalex.org/W3045623285","https://openalex.org/W3072476143","https://openalex.org/W3085400433","https://openalex.org/W3089988449","https://openalex.org/W3091863267","https://openalex.org/W3100063812","https://openalex.org/W3100560913","https://openalex.org/W3102136264","https://openalex.org/W3104257895","https://openalex.org/W3106234277","https://openalex.org/W3110659220","https://openalex.org/W3111693342","https://openalex.org/W3113514077","https://openalex.org/W3116079511","https://openalex.org/W3117373959","https://openalex.org/W3119920397","https://openalex.org/W3121250149","https://openalex.org/W3153603860","https://openalex.org/W3156450987","https://openalex.org/W3163186805","https://openalex.org/W3167002470","https://openalex.org/W3169942382","https://openalex.org/W3171639395","https://openalex.org/W3171697871","https://openalex.org/W3174519801","https://openalex.org/W3174564679","https://openalex.org/W3176030234","https://openalex.org/W3176378783","https://openalex.org/W3176456866","https://openalex.org/W3176506090","https://openalex.org/W3176617324","https://openalex.org/W3176770275","https://openalex.org/W3177464472","https://openalex.org/W3188385856","https://openalex.org/W3196326437","https://openalex.org/W3198548340","https://openalex.org/W3199492011","https://openalex.org/W3200681609","https://openalex.org/W3203909886","https://openalex.org/W3204515301","https://openalex.org/W3205156738","https://openalex.org/W3211383439","https://openalex.org/W3212362289","https://openalex.org/W3212538717","https://openalex.org/W3213990450","https://openalex.org/W4205088978","https://openalex.org/W4205402789","https://openalex.org/W4221143046","https://openalex.org/W4223446742","https://openalex.org/W4226127857","https://openalex.org/W4248634141","https://openalex.org/W4280518705","https://openalex.org/W4281657898","https://openalex.org/W4285126962","https://openalex.org/W4285146959","https://openalex.org/W4285602465","https://openalex.org/W4287854583","https://openalex.org/W4287854670","https://openalex.org/W4287887324","https://openalex.org/W4287887652","https://openalex.org/W4288089799","https://openalex.org/W4290742115","https://openalex.org/W4292779060","https://openalex.org/W4297841824","https://openalex.org/W4301704857","https://openalex.org/W4372262703","https://openalex.org/W4385245566","https://openalex.org/W4385565474","https://openalex.org/W4385572068","https://openalex.org/W4385572967","https://openalex.org/W4385574138","https://openalex.org/W6604150846","https://openalex.org/W6739901393","https://openalex.org/W6778883912","https://openalex.org/W6784032422"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W2091301346","https://openalex.org/W1517524280","https://openalex.org/W4389760904","https://openalex.org/W4306886878","https://openalex.org/W4300055207"],"abstract_inverted_index":{"Abstractive":[0],"dialogue":[1,15,44,91,129],"summarization":[2,92],"generates":[3],"a":[4,14,83,119],"concise":[5],"and":[6,38,47,62,69,76,115,117,135,146,161,175,189,194,202],"fluent":[7],"summary":[8],"covering":[9],"the":[10,31,100,108,157],"salient":[11],"information":[12,45],"in":[13,26,54,124,199],"among":[16],"two":[17,103],"or":[18,52],"more":[19,187],"interlocutors.":[20],"It":[21,98],"has":[22],"attracted":[23],"significant":[24],"attention":[25],"recent":[27],"years":[28],"based":[29],"on":[30,179],"massive":[32],"emergence":[33],"of":[34,86,110,121,141,159],"social":[35],"communication":[36],"platforms":[37],"an":[39],"urgent":[40],"requirement":[41],"for":[42,89,153],"efficient":[43],"understanding":[46],"digestion.":[48],"Different":[49],"from":[50,93],"news":[51],"articles":[53],"traditional":[55],"document":[56],"summarization,":[57],"dialogues":[58],"bring":[59],"unique":[60],"characteristics":[61],"additional":[63,137],"challenges,":[64],"including":[65,186],"different":[66,144,176],"language":[67],"styles":[68],"formats,":[70],"scattered":[71],"information,":[72],"flexible":[73],"discourse":[74],"structures,":[75],"unclear":[77],"topic":[78],"boundaries.":[79],"This":[80],"survey":[81],"provides":[82],"comprehensive":[84],"investigation":[85],"existing":[87,122],"work":[88],"abstractive":[90],"scenarios,":[94,191],"approaches":[95],"to":[96,107],"evaluations.":[97],"categorizes":[99],"task":[101],"into":[102,169],"broad":[104],"categories":[105],"according":[106],"type":[109],"input":[111],"dialogues,":[112],"i.e.,":[113],"open-domain":[114],"task-oriented,":[116],"presents":[118],"taxonomy":[120],"techniques":[123,162],"three":[125],"directions,":[126,185],"namely,":[127],"injecting":[128],"features,":[130],"designing":[131],"auxiliary":[132],"training":[133],"tasks,":[134],"using":[136],"data.":[138],"A":[139],"list":[140],"datasets":[142,198],"under":[143],"scenarios":[145,160],"widely":[147],"accepted":[148],"evaluation":[149],"metrics":[150],"are":[151,163],"summarized":[152],"completeness.":[154],"After":[155],"that,":[156],"trends":[158],"summarized,":[164],"together":[165],"with":[166],"deep":[167],"insights":[168],"correlations":[170],"between":[171],"extensively":[172],"exploited":[173],"features":[174],"scenarios.":[177],"Based":[178],"these":[180],"analyses,":[181],"we":[182],"recommend":[183],"future":[184],"controlled":[188],"complicated":[190],"technical":[192],"innovations":[193],"comparisons,":[195],"publicly":[196],"available":[197],"special":[200],"domains,":[201],"so":[203],"on.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}