{"id":"https://openalex.org/W4284703265","doi":"https://doi.org/10.1145/3477495.3532080","title":"What Makes the Story Forward?","display_name":"What Makes the Story Forward?","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4284703265","doi":"https://doi.org/10.1145/3477495.3532080"},"language":"en","primary_location":{"id":"doi:10.1145/3477495.3532080","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3532080","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532080","source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532080","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101551598","display_name":"Lin Li","orcid":"https://orcid.org/0000-0002-3511-5559"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Lin","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101488072","display_name":"Yixin Cao","orcid":"https://orcid.org/0000-0002-1632-7812"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yixin Cao","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042819803","display_name":"Lifu Huang","orcid":"https://orcid.org/0000-0002-2743-7718"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lifu Huang","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075082492","display_name":"Shu'Ang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu'Ang Li","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043651092","display_name":"Xuming Hu","orcid":"https://orcid.org/0000-0001-6075-4224"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuming Hu","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030845033","display_name":"Lijie Wen","orcid":"https://orcid.org/0000-0003-0358-3160"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijie Wen","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373517","display_name":"Jianmin Wang","orcid":"https://orcid.org/0000-0001-6841-7943"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianmin Wang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101551598"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.0436,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.781823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1098","last_page":"1109"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9973999857902527,"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":0.766291081905365},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6940343976020813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5630713105201721},{"id":"https://openalex.org/keywords/commonsense-knowledge","display_name":"Commonsense knowledge","score":0.5591259598731995},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.526724100112915},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.5154977440834045},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4962018132209778},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.49001017212867737},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4236822724342346},{"id":"https://openalex.org/keywords/computational-creativity","display_name":"Computational creativity","score":0.4136075973510742},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.14668679237365723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766291081905365},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6940343976020813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5630713105201721},{"id":"https://openalex.org/C30542707","wikidata":"https://www.wikidata.org/wiki/Q1603203","display_name":"Commonsense knowledge","level":3,"score":0.5591259598731995},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.526724100112915},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.5154977440834045},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4962018132209778},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.49001017212867737},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4236822724342346},{"id":"https://openalex.org/C47350684","wikidata":"https://www.wikidata.org/wiki/Q5157306","display_name":"Computational creativity","level":3,"score":0.4136075973510742},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.14668679237365723},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3477495.3532080","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3532080","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532080","source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-8232","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/7229","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3477495.3532080","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/112047","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/112047","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1145/3477495.3532080","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3532080","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532080","source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1084572967","display_name":null,"funder_award_id":"2019YFB1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G322333164","display_name":null,"funder_award_id":"2019YFB1704003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3830303629","display_name":null,"funder_award_id":"B17040","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4596456331","display_name":null,"funder_award_id":"B17040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4796153733","display_name":null,"funder_award_id":"6202100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5068271239","display_name":null,"funder_award_id":"71690231","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6180701633","display_name":null,"funder_award_id":"No. 2019YFB1704003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7091651887","display_name":null,"funder_award_id":"62021002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8863666567","display_name":null,"funder_award_id":"and No.","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284703265.pdf","grobid_xml":"https://content.openalex.org/works/W4284703265.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1593271688","https://openalex.org/W1956340063","https://openalex.org/W1979354511","https://openalex.org/W2466175319","https://openalex.org/W2561529111","https://openalex.org/W2568315666","https://openalex.org/W2600463316","https://openalex.org/W2621430944","https://openalex.org/W2692059227","https://openalex.org/W2758362814","https://openalex.org/W2758815496","https://openalex.org/W2807873315","https://openalex.org/W2889002152","https://openalex.org/W2897931700","https://openalex.org/W2914855263","https://openalex.org/W2950235934","https://openalex.org/W2950339735","https://openalex.org/W2952889708","https://openalex.org/W2962781380","https://openalex.org/W2963096510","https://openalex.org/W2963101081","https://openalex.org/W2963206148","https://openalex.org/W2963429207","https://openalex.org/W2963993699","https://openalex.org/W2970574558","https://openalex.org/W3014521650","https://openalex.org/W3034999214","https://openalex.org/W3035336738","https://openalex.org/W3084847422","https://openalex.org/W3094098469","https://openalex.org/W3094622710","https://openalex.org/W3103543556","https://openalex.org/W3153729783","https://openalex.org/W3155106653","https://openalex.org/W3156191477","https://openalex.org/W3156231065","https://openalex.org/W3160638507","https://openalex.org/W3162344419"],"related_works":["https://openalex.org/W2081647779","https://openalex.org/W3185852197","https://openalex.org/W154351976","https://openalex.org/W3184435227","https://openalex.org/W1518289136","https://openalex.org/W1518161249","https://openalex.org/W2116757108","https://openalex.org/W3114100246","https://openalex.org/W2181698829","https://openalex.org/W3126310295"],"abstract_inverted_index":{"Prediction":[0],"over":[1],"event":[2,26,49,69],"sequences":[3],"is":[4,21],"critical":[5],"for":[6,112,140,148],"many":[7],"real-world":[8],"applications":[9],"in":[10,25],"Information":[11],"Retrieval":[12],"and":[13,64,77,110,134,168,180],"Natural":[14],"Language":[15],"Processing.":[16],"Future":[17],"Event":[18],"Generation":[19],"(FEG)":[20],"a":[22,56,136,145],"challenging":[23],"task":[24],"sequence":[27],"prediction":[28],"because":[29],"it":[30],"requires":[31],"not":[32],"only":[33],"fluent":[34],"text":[35],"generation":[36],"but":[37],"also":[38,143],"commonsense":[39,132],"reasoning":[40],"to":[41,130],"maintain":[42],"the":[43,47,82,96,101,163],"logical":[44,181],"coherence":[45],"of":[46,68,73,115,165],"entire":[48],"story.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,105],"propose":[55],"novel":[57],"explainable":[58],"FEG":[59],"framework,":[60],"Coep.":[61],"It":[62],"highlights":[63],"integrates":[65],"two":[66,107],"types":[67],"knowledge,":[70,116],"sequential":[71,160],"knowledge":[72,79,102,129,161],"direct":[74,159],"event-event":[75],"relations":[76],"inferential":[78,128],"that":[80,172],"reflects":[81],"intermediate":[83],"character":[84],"psychology":[85],"between":[86],"events,":[87],"such":[88],"as":[89],"intents,":[90],"causes,":[91],"reactions,":[92],"which":[93,117],"intrinsically":[94],"pushes":[95],"story":[97],"forward.":[98],"To":[99],"alleviate":[100],"forgetting":[103],"issue,":[104],"design":[106,144],"modules,":[108],"IM":[109,124],"GM,":[111],"each":[113],"type":[114],"are":[118],"combined":[119],"via":[120],"prompt":[121,138],"tuning.":[122],"First,":[123],"focuses":[125],"on":[126],"understanding":[127],"generate":[131,176],"explanations":[133],"provide":[135],"soft":[137],"vector":[139],"GM.":[141],"We":[142],"contrastive":[146],"discriminator":[147],"better":[149],"generalization":[150],"ability.":[151],"Second,":[152],"GM":[153],"generates":[154],"future":[155,182],"events":[156],"by":[157],"modeling":[158],"with":[162],"guidance":[164],"IM.":[166],"Automatic":[167],"human":[169],"evaluation":[170],"demonstrate":[171],"our":[173],"approach":[174],"can":[175],"more":[177],"coherent,":[178],"specific,":[179],"events.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}