{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T02:49:16Z","timestamp":1772592556268,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,11,9]],"date-time":"2021-11-09T00:00:00Z","timestamp":1636416000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,11,9]]},"DOI":"10.1145\/3472307.3484175","type":"proceedings-article","created":{"date-parts":[[2021,11,9]],"date-time":"2021-11-09T17:50:07Z","timestamp":1636480207000},"page":"165-173","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning"],"prefix":"10.1145","author":[{"given":"Naveen","family":"Ram","sequence":"first","affiliation":[{"name":"Georgia Tech Center for Music Technology, Georgia Institute of Technology, United States"}]},{"given":"Tanay","family":"Gummadi","sequence":"additional","affiliation":[{"name":"Georgia Tech Center for Music Technology, Georgia Institute of Technology, United States"}]},{"given":"Rahul","family":"Bhethanabotla","sequence":"additional","affiliation":[{"name":"Georgia Tech Center for Music Technology, Georgia Institute of Technology, United States"}]},{"given":"Richard J","family":"Savery","sequence":"additional","affiliation":[{"name":"Georgia Tech Center for Music Technology, Georgia Institute of Technology, United States"}]},{"given":"Gil","family":"Weinberg","sequence":"additional","affiliation":[{"name":"Georgia Tech Center for Music Technology, Georgia Institute of Technology, United States"}]}],"member":"320","published-online":{"date-parts":[[2021,11,9]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.30535\/mto.15.5.1"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00119"},{"key":"e_1_3_2_1_3_1","first-page":"139","article-title":"Constraint, collaboration and creativity in popular songwriting teams. Ashgate Farnham, 711 Third Avenue, New York","volume":"6","author":"Bennett Joe","year":"2012","unstructured":"Joe Bennett . 2012 . Constraint, collaboration and creativity in popular songwriting teams. Ashgate Farnham, 711 Third Avenue, New York , NY, 10017, USA, Chapter\u00a0 6 , 139 \u2013 169 . Joe Bennett. 2012. Constraint, collaboration and creativity in popular songwriting teams. Ashgate Farnham, 711 Third Avenue, New York, NY, 10017, USA, Chapter\u00a06, 139\u201369.","journal-title":"NY, 10017, USA, Chapter\u00a0"},{"key":"e_1_3_2_1_4_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arxiv:1810.04805\u00a0[cs.CL]","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arxiv:1810.04805\u00a0[cs.CL] Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arxiv:1810.04805\u00a0[cs.CL]"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1017\/CCOL9780521553698"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1126"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11957"},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009. Ubiquity Press, Unit 3.22\/23","author":"Hirjee Hussein","year":"2009","unstructured":"Hussein Hirjee and Daniel Brown . 2009 . Automatic Detection of Internal and Imperfect Rhymes in Rap Lyrics .. In Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009. Ubiquity Press, Unit 3.22\/23 , East London Works, 65-75 Whitechapel Road, London, E1 1DU United Kingdom, 711\u2013716. Hussein Hirjee and Daniel Brown. 2009. Automatic Detection of Internal and Imperfect Rhymes in Rap Lyrics.. In Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009. Ubiquity Press, Unit 3.22\/23, East London Works, 65-75 Whitechapel Road, London, E1 1DU United Kingdom, 711\u2013716."},{"key":"e_1_3_2_1_9_1","unstructured":"Rafal Jozefowicz Oriol Vinyals Mike Schuster Noam Shazeer and Yonghui Wu. 2016. Exploring the Limits of Language Modeling. arxiv:1602.02410\u00a0[cs.CL]  Rafal Jozefowicz Oriol Vinyals Mike Schuster Noam Shazeer and Yonghui Wu. 2016. Exploring the Limits of Language Modeling. arxiv:1602.02410\u00a0[cs.CL]"},{"key":"e_1_3_2_1_10_1","unstructured":"Varun Kumar Ashutosh Choudhary and Eunah Cho. 2020. Data Augmentation using Pre-trained Transformer Models. arxiv:2003.02245\u00a0[cs.CL]  Varun Kumar Ashutosh Choudhary and Eunah Cho. 2020. Data Augmentation using Pre-trained Transformer Models. arxiv:2003.02245\u00a0[cs.CL]"},{"key":"e_1_3_2_1_11_1","volume-title":"Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. arxiv:1807.03491\u00a0[cs.CL]","author":"Lau Jey\u00a0Han","year":"2018","unstructured":"Jey\u00a0Han Lau , Trevor Cohn , Timothy Baldwin , Julian Brooke , and Adam Hammond . 2018 . Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. arxiv:1807.03491\u00a0[cs.CL] Jey\u00a0Han Lau, Trevor Cohn, Timothy Baldwin, Julian Brooke, and Adam Hammond. 2018. Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. arxiv:1807.03491\u00a0[cs.CL]"},{"key":"e_1_3_2_1_12_1","volume-title":"BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. arxiv:1910.13461\u00a0[cs.CL]","author":"Lewis Mike","year":"2019","unstructured":"Mike Lewis , Yinhan Liu , Naman Goyal , Marjan Ghazvininejad , Abdelrahman Mohamed , Omer Levy , Ves Stoyanov , and Luke Zettlemoyer . 2019 . BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. arxiv:1910.13461\u00a0[cs.CL] Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. arxiv:1910.13461\u00a0[cs.CL]"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2890970"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939679"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-3904"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.inlg-1.42"},{"key":"e_1_3_2_1_17_1","volume-title":"Proceedings of the 40th annual meeting of the Association for Computational Linguistics. Association for Computational Linguistics","author":"Papineni Kishore","year":"2002","unstructured":"Kishore Papineni , Salim Roukos , Todd Ward , and Wei-Jing Zhu . 2002 . Bleu: a method for automatic evaluation of machine translation . In Proceedings of the 40th annual meeting of the Association for Computational Linguistics. Association for Computational Linguistics , Philidelphia, PA, USA, 311\u2013318. Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002. Bleu: a method for automatic evaluation of machine translation. In Proceedings of the 40th annual meeting of the Association for Computational Linguistics. Association for Computational Linguistics, Philidelphia, PA, USA, 311\u2013318."},{"key":"e_1_3_2_1_18_1","volume-title":"Language models are unsupervised multitask learners. OpenAI blog 1, 8","author":"Radford Alec","year":"2019","unstructured":"Alec Radford , Jeffrey Wu , Rewon Child , David Luan , Dario Amodei , and Ilya Sutskever . 2019. Language models are unsupervised multitask learners. OpenAI blog 1, 8 ( 2019 ), 9. Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019. Language models are unsupervised multitask learners. OpenAI blog 1, 8 (2019), 9."},{"key":"e_1_3_2_1_19_1","first-page":"1","article-title":"Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer","volume":"21","author":"Raffel Colin","year":"2020","unstructured":"Colin Raffel , Noam Shazeer , Adam Roberts , Katherine Lee , Sharan Narang , Michael Matena , Yanqi Zhou , Wei Li , and Peter\u00a0 J. Liu . 2020 . Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer . Journal of Machine Learning Research 21 , 140 (2020), 1 \u2013 67 . http:\/\/jmlr.org\/papers\/v21\/20-074.html Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter\u00a0J. Liu. 2020. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. Journal of Machine Learning Research 21, 140 (2020), 1\u201367. http:\/\/jmlr.org\/papers\/v21\/20-074.html","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_20_1","unstructured":"Mark Riedl. 2020. Weird AI Yankovic: Generating Parody Lyrics. arxiv:2009.12240\u00a0[cs.CL]  Mark Riedl. 2020. Weird AI Yankovic: Generating Parody Lyrics. arxiv:2009.12240\u00a0[cs.CL]"},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020","author":"Savery Richard","year":"2020","unstructured":"Richard Savery , Lisa Zahray , and Gil Weinberg . 2020 . Shimon the Rapper: A Real-Time System for Human-Robot Interactive Rap Battles . In Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020 , Coimbra, Portugal , September 7-11, 2020. Association for Computational Creativity (ACC), Coimbra, Portugal, 212\u2013219. http:\/\/computationalcreativity.net\/iccc20\/papers\/033-iccc20.pdf Richard Savery, Lisa Zahray, and Gil Weinberg. 2020. Shimon the Rapper: A Real-Time System for Human-Robot Interactive Rap Battles. In Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020. Association for Computational Creativity (ACC), Coimbra, Portugal, 212\u2013219. http:\/\/computationalcreativity.net\/iccc20\/papers\/033-iccc20.pdf"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the 13th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track). Association for Machine Translation in the Americas","author":"Vaswani Ashish","year":"2018","unstructured":"Ashish Vaswani , Samy Bengio , Eugene Brevdo , Francois Chollet , Aidan Gomez , Stephan Gouws , Llion Jones , \u0141ukasz Kaiser , Nal Kalchbrenner , Niki Parmar , Ryan Sepassi , Noam Shazeer , and Jakob Uszkoreit . 2018 . Tensor2Tensor for Neural Machine Translation . In Proceedings of the 13th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track). Association for Machine Translation in the Americas , Boston, MA, USA, 193\u2013199. https:\/\/aclanthology.org\/W18- 1819 Ashish Vaswani, Samy Bengio, Eugene Brevdo, Francois Chollet, Aidan Gomez, Stephan Gouws, Llion Jones, \u0141ukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, and Jakob Uszkoreit. 2018. Tensor2Tensor for Neural Machine Translation. In Proceedings of the 13th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track). Association for Machine Translation in the Americas, Boston, MA, USA, 193\u2013199. https:\/\/aclanthology.org\/W18-1819"},{"key":"e_1_3_2_1_23_1","volume-title":"Attention is all you need. arXiv preprint arXiv:1706.03762 30, 1","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani , Noam Shazeer , Niki Parmar , Jakob Uszkoreit , Llion Jones , Aidan\u00a0 N Gomez , Lukasz Kaiser , and Illia Polosukhin . 2017. Attention is all you need. arXiv preprint arXiv:1706.03762 30, 1 ( 2017 ), 6000\u20136010. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan\u00a0N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. arXiv preprint arXiv:1706.03762 30, 1 (2017), 6000\u20136010."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298935"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics","author":"Wu Dekai","year":"2013","unstructured":"Dekai Wu , Karteek Addanki , Markus Saers , and Meriem Beloucif . 2013 . Learning to freestyle: Hip hop challenge-response induction via transduction rule segmentation . In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics , Seattle, Washington, USA, 102\u2013112. Dekai Wu, Karteek Addanki, Markus Saers, and Meriem Beloucif. 2013. Learning to freestyle: Hip hop challenge-response induction via transduction rule segmentation. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Seattle, Washington, USA, 102\u2013112."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1074"},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 34th International Conference on Machine Learning -","volume":"70","author":"Zhang Yizhe","year":"2017","unstructured":"Yizhe Zhang , Zhe Gan , Kai Fan , Zhi Chen , Ricardo Henao , Dinghan Shen , and Lawrence Carin . 2017 . Adversarial feature matching for text generation . In Proceedings of the 34th International Conference on Machine Learning - Volume 70 . PMLR, Microtome Publishing, 31 Gibbs Street, Brookline, MA 02446, 4006\u20134015. Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, and Lawrence Carin. 2017. Adversarial feature matching for text generation. In Proceedings of the 34th International Conference on Machine Learning - Volume 70. PMLR, Microtome Publishing, 31 Gibbs Street, Brookline, MA 02446, 4006\u20134015."},{"key":"e_1_3_2_1_28_1","unstructured":"Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wengang Zhou Houqiang Li and Tie-Yan Liu. 2020. Incorporating BERT into Neural Machine Translation. arxiv:2002.06823\u00a0[cs.CL]  Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wengang Zhou Houqiang Li and Tie-Yan Liu. 2020. Incorporating BERT into Neural Machine Translation. arxiv:2002.06823\u00a0[cs.CL]"}],"event":{"name":"HAI '21: International Conference on Human-Agent Interaction","location":"Virtual Event Japan","acronym":"HAI '21","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 9th International Conference on Human-Agent Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3472307.3484175","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3472307.3484175","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:17:37Z","timestamp":1750191457000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3472307.3484175"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,9]]},"references-count":28,"alternative-id":["10.1145\/3472307.3484175","10.1145\/3472307"],"URL":"https:\/\/doi.org\/10.1145\/3472307.3484175","relation":{},"subject":[],"published":{"date-parts":[[2021,11,9]]},"assertion":[{"value":"2021-11-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}