{"id":"https://openalex.org/W3091499453","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206888","title":"Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation","display_name":"Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3091499453","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206888","mag":"3091499453"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9206888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5027658278","display_name":"Lei Shen","orcid":"https://orcid.org/0000-0003-0307-696X"},"institutions":[{"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"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Shen","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029671160","display_name":"Xiaoyu Guo","orcid":"https://orcid.org/0000-0001-9786-2229"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Guo","raw_affiliation_strings":["JD AI, Beijing, China"],"affiliations":[{"raw_affiliation_string":"JD AI, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100357859","display_name":"Meng Chen","orcid":"https://orcid.org/0000-0002-6633-9205"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Chen","raw_affiliation_strings":["JD AI, Beijing, China"],"affiliations":[{"raw_affiliation_string":"JD AI, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027658278"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":1.3256,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84985769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"abs 1412 6980","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9977999925613403,"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":0.9975000023841858,"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/novelty","display_name":"Novelty","score":0.8256337642669678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8119887709617615},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.7729018330574036},{"id":"https://openalex.org/keywords/poetry","display_name":"Poetry","score":0.629157543182373},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6280220746994019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5471224188804626},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4844703674316406},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.18640366196632385},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08472073078155518},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07576131820678711}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.8256337642669678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119887709617615},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.7729018330574036},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.629157543182373},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6280220746994019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5471224188804626},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4844703674316406},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.18640366196632385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08472073078155518},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07576131820678711},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9206888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W12732426","https://openalex.org/W47006904","https://openalex.org/W197120736","https://openalex.org/W1522301498","https://openalex.org/W1525595230","https://openalex.org/W1608017197","https://openalex.org/W1614298861","https://openalex.org/W2026189632","https://openalex.org/W2059488546","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2115221470","https://openalex.org/W2116787772","https://openalex.org/W2126410802","https://openalex.org/W2133012565","https://openalex.org/W2133564696","https://openalex.org/W2146053064","https://openalex.org/W2154652894","https://openalex.org/W2155482025","https://openalex.org/W2385617402","https://openalex.org/W2539809671","https://openalex.org/W2548441712","https://openalex.org/W2572589325","https://openalex.org/W2752047430","https://openalex.org/W2769117444","https://openalex.org/W2798463315","https://openalex.org/W2798542795","https://openalex.org/W2798726039","https://openalex.org/W2807738734","https://openalex.org/W2887153785","https://openalex.org/W2950577311","https://openalex.org/W2950909321","https://openalex.org/W2951114218","https://openalex.org/W2951520302","https://openalex.org/W2963018920","https://openalex.org/W2963206148","https://openalex.org/W2963227255","https://openalex.org/W2963261593","https://openalex.org/W2963371754","https://openalex.org/W2963558617","https://openalex.org/W2963667126","https://openalex.org/W2964121744","https://openalex.org/W2964308564","https://openalex.org/W4252076394","https://openalex.org/W6600497320","https://openalex.org/W6601840155","https://openalex.org/W6608057000","https://openalex.org/W6631190155","https://openalex.org/W6631501603","https://openalex.org/W6636353714","https://openalex.org/W6636510571","https://openalex.org/W6674330103","https://openalex.org/W6679434410","https://openalex.org/W6681508662","https://openalex.org/W6682631176","https://openalex.org/W6729131642","https://openalex.org/W6729703806","https://openalex.org/W6731566855","https://openalex.org/W6743726175","https://openalex.org/W6745305086","https://openalex.org/W6752347693","https://openalex.org/W6753816263"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W2024983515"],"abstract_inverted_index":{"Chinese":[0,165],"poetry":[1,43,166],"is":[2,19,30,80],"an":[3],"important":[4],"part":[5],"of":[6,135],"worldwide":[7],"culture,":[8],"and":[9,11,23,39,55,72,106,150,185],"classical":[10],"modern":[12,42,164],"sub-branches":[13],"are":[14],"quite":[15],"different.":[16],"The":[17,87,115],"former":[18],"a":[20,64,78,91,112,122,161],"unique":[21],"genre":[22],"has":[24],"strict":[25],"constraints,":[26],"while":[27],"the":[28,53,57,70,75,104,107,128,133,183],"latter":[29],"very":[31],"flexible":[32],"in":[33,44],"length,":[34],"optional":[35],"to":[36,41,51,67,110,124],"have":[37],"rhymes,":[38],"similar":[40],"other":[45],"languages.":[46],"Thus,":[47],"it":[48],"requires":[49],"more":[50,177],"control":[52],"coherence":[54,71],"improve":[56,69,182],"novelty.":[58,73,186],"In":[59,74],"this":[60],"paper,":[61],"we":[62,99],"propose":[63],"generate-retrieve-then-refine":[65],"paradigm":[66],"jointly":[68],"first":[76],"stage,":[77],"draft":[79,105,116],"generated":[81],"given":[82],"keywords":[83],"(i.e.,":[84],"topics)":[85],"only.":[86],"second":[88],"stage":[89],"produces":[90],"\"refining":[92,108,129],"vector\"":[93,109,130],"from":[94,148],"retrieval":[95],"lines.":[96],"At":[97],"last,":[98],"take":[100],"into":[101],"consideration":[102],"both":[103],"generate":[111,176],"new":[113,153],"poem.":[114],"provides":[117],"future":[118],"sentence-level":[119],"information":[120],"for":[121],"line":[123],"be":[125],"generated.":[126],"Meanwhile,":[127],"points":[131],"out":[132],"direction":[134],"refinement":[136],"based":[137],"on":[138,160],"impressive":[139],"words":[140],"detection":[141],"mechanism":[142],"which":[143],"can":[144,173],"learn":[145],"good":[146],"patterns":[147],"references":[149],"then":[151],"create":[152],"ones":[154],"via":[155],"insertion":[156],"operation.":[157],"Experimental":[158],"results":[159],"collected":[162],"large-scale":[163],"dataset":[167],"show":[168],"that":[169],"our":[170],"proposed":[171],"approach":[172],"not":[174],"only":[175],"coherent":[178],"poems,":[179],"but":[180],"also":[181],"diversity":[184]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
