{"id":"https://openalex.org/W4391216291","doi":"https://doi.org/10.1109/taslp.2024.3357040","title":"Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization","display_name":"Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391216291","doi":"https://doi.org/10.1109/taslp.2024.3357040"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2024.3357040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2024.3357040","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/A5042441263","display_name":"Xiuying Chen","orcid":"https://orcid.org/0000-0002-6633-0796"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Xiuying Chen","raw_affiliation_strings":["Computer, Electrical and Mathematical Sciences and Engineering division, KAUST, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Sciences and Engineering division, KAUST, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021862101","display_name":"Shen Gao","orcid":"https://orcid.org/0000-0003-1301-3700"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Gao","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775673","display_name":"Mingzhe Li","orcid":"https://orcid.org/0000-0002-0883-3678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingzhe Li","raw_affiliation_strings":["Ant group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant group, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101700453","display_name":"Qingqing Zhu","orcid":"https://orcid.org/0000-0003-0666-8215"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Zhu","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618900","display_name":"Xin Gao","orcid":"https://orcid.org/0000-0002-7108-3574"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xin Gao","raw_affiliation_strings":["Computer, Electrical and Mathematical Sciences and Engineering division, KAUST, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Sciences and Engineering division, KAUST, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000755750","display_name":"Xiangliang Zhang","orcid":"https://orcid.org/0000-0002-3574-5665"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]},{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["SA","US"],"is_corresponding":false,"raw_author_name":"Xiangliang Zhang","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA","KAUST, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]},{"raw_affiliation_string":"KAUST, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042441263"],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":1.0878,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78897004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"32","issue":null,"first_page":"1406","last_page":"1415"},"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":0.9995999932289124,"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":0.9939000010490417,"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":0.9618907570838928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7678325176239014},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6525236368179321},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5871196389198303},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.5573726892471313},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4827989339828491},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4713308811187744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4661045968532562},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4363234341144562}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9618907570838928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7678325176239014},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6525236368179321},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5871196389198303},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.5573726892471313},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4827989339828491},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4713308811187744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4661045968532562},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4363234341144562},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2024.3357040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2024.3357040","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":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G2058729345","display_name":null,"funder_award_id":"FCC/1/1976-45-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G373900934","display_name":null,"funder_award_id":"REI/1/5404-01-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G5289953175","display_name":null,"funder_award_id":"REI/1/5234-01-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G6661931101","display_name":null,"funder_award_id":"REI/1/5414-01-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G7618909991","display_name":null,"funder_award_id":"REI/1/5289-01-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G8253667702","display_name":null,"funder_award_id":"FCC/1/1976-44-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G8644074954","display_name":null,"funder_award_id":"RGC/3/4816-01-01","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1552182777","https://openalex.org/W1977884995","https://openalex.org/W2026191715","https://openalex.org/W2028544407","https://openalex.org/W2094661073","https://openalex.org/W2104117327","https://openalex.org/W2150869743","https://openalex.org/W2154652894","https://openalex.org/W2165067828","https://openalex.org/W2465299637","https://openalex.org/W2533695076","https://openalex.org/W2547133879","https://openalex.org/W2606974598","https://openalex.org/W2799149803","https://openalex.org/W2888482885","https://openalex.org/W2889518897","https://openalex.org/W2890419630","https://openalex.org/W2890861846","https://openalex.org/W2903268415","https://openalex.org/W2950670227","https://openalex.org/W2950692458","https://openalex.org/W2962849707","https://openalex.org/W2962972512","https://openalex.org/W2963283805","https://openalex.org/W2963385935","https://openalex.org/W2963545005","https://openalex.org/W2964165364","https://openalex.org/W2966789588","https://openalex.org/W2998939484","https://openalex.org/W3034682120","https://openalex.org/W3034961030","https://openalex.org/W3034999214","https://openalex.org/W3035050380","https://openalex.org/W3035220806","https://openalex.org/W3039736817","https://openalex.org/W3098960752","https://openalex.org/W3173483720","https://openalex.org/W3198937236","https://openalex.org/W4221060168","https://openalex.org/W4385245566","https://openalex.org/W6600251230","https://openalex.org/W6631190155","https://openalex.org/W6631501603","https://openalex.org/W6632455782","https://openalex.org/W6638545294","https://openalex.org/W6639219006","https://openalex.org/W6640121832","https://openalex.org/W6682631176","https://openalex.org/W6686204840","https://openalex.org/W6746768716","https://openalex.org/W6755460622","https://openalex.org/W6761205521","https://openalex.org/W6771915120","https://openalex.org/W6801356413"],"related_works":["https://openalex.org/W4293320219","https://openalex.org/W2953246223","https://openalex.org/W3110074278","https://openalex.org/W4283584549","https://openalex.org/W2554314924","https://openalex.org/W4288256692","https://openalex.org/W2998859928","https://openalex.org/W3156863413","https://openalex.org/W4381885966","https://openalex.org/W2969399009"],"abstract_inverted_index":{"Nowadays,":[0],"neural":[1],"text":[2,37],"generation":[3,211],"has":[4],"made":[5],"tremendous":[6],"progress":[7],"in":[8,20,33,64,224,241],"abstractive":[9],"summarization":[10,17,58,193,204],"tasks.":[11],"However,":[12],"most":[13],"of":[14,71,144,226,238,251],"the":[15,21,31,57,69,99,108,138,142,145,155,159,163,174,181,185,189,236,247],"existing":[16],"models":[18,255],"take":[19],"whole":[22],"document":[23,89,140,150],"all":[24],"at":[25],"once,":[26],"which":[27,77],"sometimes":[28],"cannot":[29],"meet":[30],"needs":[32],"practice.":[34],"Practically,":[35],"social":[36],"streams":[38],"such":[39],"as":[40],"news":[41],"events":[42],"and":[43,51,162,199,230,249],"tweets":[44],"keep":[45],"growing":[46],"from":[47],"time":[48,86],"to":[49,56,79,111,171,195],"time,":[50],"can":[52],"only":[53,97],"be":[54],"fed":[55],"system":[59],"step":[60],"by":[61],"step.":[62],"Hence,":[63],"this":[65,119,216,257],"paper,":[66],"we":[67,121,187],"propose":[68],"task":[70],"<italic":[72,128],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[73,129],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Stepwise":[74,130],"Summarization</i>":[75],",":[76],"aims":[78],"generate":[80],"a":[81,87,166,201,208],"new":[82,88,139],"appended":[83,93],"summary":[84,94,156,161,177],"each":[85,239],"is":[90,104,169,178],"proposed.":[91],"The":[92],"should":[95],"not":[96],"summarizes":[98],"newly":[100,175],"added":[101],"content":[102],"but":[103],"also":[105,245],"coherent":[106,179],"with":[107,180],"previous":[109,146,160,182],"summary,":[110,147],"form":[112],"an":[113,123],"up-to-date":[114],"complete":[115],"summary.":[116,183],"To":[117],"tackle":[118],"challenge,":[120],"design":[122],"adversarial":[124],"learning":[125],"model,":[126],"named":[127],"Summary":[131],"Generator</i>":[132],"(SSG).":[133],"First,":[134],"SSG":[135,153,220],"selectively":[136],"processes":[137],"under":[141],"guidance":[143],"obtaining":[148],"polished":[149],"representation.":[151],"Next,":[152],"generates":[154],"considering":[157],"both":[158,227],"document.":[164],"Finally,":[165],"convolutional-based":[167],"discriminator":[168],"employed":[170],"determine":[172],"whether":[173],"generated":[176],"For":[184],"experiment,":[186],"extend":[188],"traditional":[190],"two-step":[191],"update":[192],"setting":[194],"multi-step":[196],"stepwise":[197,203],"setting,":[198],"re-propose":[200],"large-scale":[202],"dataset":[205,217],"based":[206],"on":[207,215,256],"public":[209],"story":[210],"dataset.":[212],"Extensive":[213],"experiments":[214],"show":[218],"that":[219],"achieves":[221],"state-of-the-art":[222],"performance":[223],"terms":[225],"automatic":[228],"metrics":[229],"human":[231],"evaluations.":[232],"Ablation":[233],"studies":[234],"demonstrate":[235],"effectiveness":[237],"module":[240],"our":[242],"framework.":[243],"We":[244],"discuss":[246],"benefits":[248],"limitations":[250],"recent":[252],"large":[253],"language":[254],"task.":[258]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
