{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T10:26:42Z","timestamp":1760956002521,"version":"3.28.0"},"reference-count":101,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.23919\/fruct48121.2019.8981519","type":"proceedings-article","created":{"date-parts":[[2020,2,7]],"date-time":"2020-02-07T08:50:27Z","timestamp":1581065427000},"page":"85-94","source":"Crossref","is-referenced-by-count":10,"title":["Keyphrase Generation: A Multi-Aspect Survey"],"prefix":"10.23919","author":[{"given":"Erion","family":"Cano","sequence":"first","affiliation":[]},{"given":"Ondrej","family":"Bojar","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.5391\/IJFIS.2015.15.3.153"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-45224-9_112"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-96133-0_16"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1017\/S1351324906004505"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1102"},{"key":"ref36","first-page":"1629","article-title":"Extracting keyphrases from research papers using citation networks","author":"gollapalli","year":"2014","journal-title":"Proceedings of the TwentyEighth AAAI Conference on Artificial Intelligence AAAI ‘14"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7552(98)00110-X"},{"key":"ref34","article-title":"TextRank: Bringing order into texts","author":"mihalcea","year":"2004","journal-title":"Proceedings of EMNLP-04 and the 2004 Conference on Empirical Methods in Natural Language Processing"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1117\/12.476326"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13654-2_12"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1119"},{"journal-title":"C4 5 Programs for Machine Learning","year":"1993","author":"quinlan","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5120\/19161-0607"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3115\/1119355.1119383"},{"key":"ref23","first-page":"725","article-title":"Bagging, boosting, and c4.s","volume":"1","author":"quinlan","year":"1996","journal-title":"Thirteenth National Conference on Artificial Intelligence AAAI"},{"key":"ref101","first-page":"311","article-title":"Bleu: A method for automatic evaluation of machine translation","author":"papieni","year":"2002","journal-title":"Proceedings of the 40th Annual Meeting on Association for Computational Linguistics  - ACL '02"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SECON.2008.4494366"},{"key":"ref100","first-page":"10","article-title":"Rouge: A package for automatic evaluation of summaries","author":"lin","year":"2004","journal-title":"Proceedings of ACL Workshop on Text Summarization Branches Out"},{"key":"ref25","first-page":"1471","article-title":"Machine learning-based keywords extraction for scientific literature","volume":"13","author":"wu","year":"2007","journal-title":"Journal of Universal Computer Science"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/RTSI.2015.7325106"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-77094-7_41"},{"key":"ref59","first-page":"666","article-title":"Keyphrase generation: A text summarization struggle","volume":"1","author":"\u00e7ano","year":"2019","journal-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/11510888_26"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526798"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/1378773.1378800"},{"key":"ref55","article-title":"Generating diverse numbers of diverse keyphrases","volume":"abs 1810 5241","author":"yuan","year":"2018","journal-title":"CoRR"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/1135777.1135813"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1080"},{"key":"ref52","first-page":"21","article-title":"Automatic keyphrase extraction from scientific articles","author":"kim","year":"2010","journal-title":"Proceedings of the 5th International Workshop on Semantic Evaluation"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/11739685_66"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009976227802"},{"key":"ref6","first-page":"166","article-title":"Wingnus: Keyphrase extraction utilizing document logical structure","author":"nguyen","year":"2010","journal-title":"Proceedings of the 5th International Workshop on Semantic Evaluation SemEval"},{"key":"ref5","article-title":"Human-competitive automatic topic indexing","author":"medelyan","year":"2009","journal-title":"PhD thesis"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/9780470689646.ch1"},{"key":"ref49","article-title":"Goodbooks-10k: a new dataset for book recommendations","author":"zajac","year":"2017","journal-title":"FastML"},{"key":"ref7","first-page":"855","article-title":"Single document keyphrase extraction using neighborhood knowledge","volume":"2","author":"wan","year":"2008","journal-title":"Proceedings of the 23rd AAAI national conference on Artificial intelligence"},{"key":"ref9","first-page":"543","article-title":"Topicrank: Graph-based topic ranking for keyphrase extraction","author":"bougouin","year":"2013","journal-title":"Proceedings of the Sixth International Joint Conference on Natural Language Processing"},{"key":"ref46","first-page":"69","article-title":"pke: an open source pythonbased keyphrase extraction toolkit","author":"boudin","year":"2016","journal-title":"Proceedings of COLING 2016 the 26th International Conference on Computational Linguistics System Demonstrations"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1080\/15427951.2004.10129091"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"15","DOI":"10.5121\/csit.2017.70603","article-title":"Music mood dataset creation based on last.fm tags","author":"\u00e7ano","year":"2017","journal-title":"Computer Science & Information Technology (CS & IT)"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3115\/1119282.1119287"},{"key":"ref41","first-page":"135","article-title":"Automatic keyphrase extraction by bridging vocabulary gap","author":"liu","year":"2011","journal-title":"Proceedings of the Fifteenth Conference on Computational Natural Language Learning CoNLL ‘11"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2100"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2010.5716982"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1447"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/1390334.1390446"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1439"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1008"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-15712-8_64"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1014"},{"key":"ref74","first-page":"2846","article-title":"An integrated approach for keyphrase generation via exploring the power of retrieval and extraction","volume":"1","author":"chen","year":"2018","journal-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies"},{"key":"ref75","article-title":"Title-guided encoding for keyphrase generation","volume":"abs 1808 8575","author":"chen","year":"2018","journal-title":"CoRR"},{"key":"ref78","article-title":"Topicaware neural keyphrase generation for social media language","volume":"abs 1906 3889","author":"wang","year":"2019","journal-title":"CoRR"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1208"},{"key":"ref60","article-title":"Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study","volume":"abs 1909 6618","author":"\u00e7ano","year":"2019","journal-title":"CoRR"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742839"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1402008"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-5010"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-2105"},{"key":"ref66","first-page":"568","article-title":"A beam-search decoder for grammatical error correction","author":"dahlmeier","year":"2012","journal-title":"Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning EMNLP–CoNLL ‘12"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1154"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICSAI.2017.8248519"},{"article-title":"Learning to extract keyphrases from text","year":"0","author":"turney","key":"ref2"},{"key":"ref69","first-page":"933","article-title":"Language modeling with gated convolutional networks","volume":"70","author":"dauphin","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning ICML ‘17"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/313238.313437"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1145\/215206.215334"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1063"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K16-1028"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1044"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1523"},{"key":"ref90","first-page":"622","article-title":"Multidocument summarization by graph search and matching","author":"mani","year":"1997","journal-title":"Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Conference on Innovative Applications of Artificial Intelligence AAAI ‘97\/IAAI ‘97"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1065"},{"journal-title":"English Gigaword","year":"2003","author":"david","key":"ref99"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/IS.2004.1344634"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1145\/1076034.1076071"},{"key":"ref10","article-title":"A domain independent double layered approach to keyphrase generation","author":"nart","year":"2014","journal-title":"Proceedings of International Conference on Web Information Systems and Technologies"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-76941-7_80"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1054"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2865589"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref15","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","volume":"27","author":"sutskever","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref16","article-title":"Neural machine translation by jointly learning to align and translate","volume":"abs 1409 473","author":"bahdanau","year":"2014","journal-title":"CoRR"},{"key":"ref82","article-title":"Deep reinforcement learning for sequence to sequence models","volume":"abs 1805 9461","author":"keneshloo","year":"2018","journal-title":"CoRR"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1012"},{"key":"ref81","article-title":"A deep reinforced model for abstractive summarization","volume":"abs 1705 4304","author":"paulus","year":"2017","journal-title":"CoRR"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1099"},{"key":"ref84","first-page":"10","article-title":"Using lexical chains for text summarization","author":"barzilay","year":"1997","journal-title":"Proceedings of the ACL Workshop on Intelligent Scalable Text Summarization"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1339"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1108\/00330330610681286"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1063"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.3115\/1614049.1614095"},{"key":"ref85","first-page":"77","article-title":"Using coreference chains fortext summarization","author":"azzam","year":"0","journal-title":"Proceedings of the Workshop on Coreference and its Applications - CorefApp '99"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.3115\/1567564.1567569"},{"key":"ref87","article-title":"Multi-document summarization using document set type classification","author":"fukumoto","year":"2004","journal-title":"Proceedings of the Fourth NTCIR Workshop on Research in Information Access Technologies Information Retrieval Question Answering and Summarization NTCIR-4"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.3115\/1599081.1599205"}],"event":{"name":"2019 25th Conference of Open Innovations Association (FRUCT)","start":{"date-parts":[[2019,11,5]]},"location":"Helsinki, Finland","end":{"date-parts":[[2019,11,8]]}},"container-title":["2019 25th Conference of Open Innovations Association (FRUCT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8967174\/8981488\/08981519.pdf?arnumber=8981519","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,10]],"date-time":"2020-03-10T06:30:00Z","timestamp":1583821800000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8981519\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":101,"URL":"https:\/\/doi.org\/10.23919\/fruct48121.2019.8981519","relation":{},"subject":[],"published":{"date-parts":[[2019,11]]}}}