{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T21:34:54Z","timestamp":1770845694484,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276106"],"award-info":[{"award-number":["62276106"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Guangdong Basic and Applied Basic Research Foundation","doi-asserted-by":"publisher","award":["2024A1515011767"],"award-info":[{"award-number":["2024A1515011767"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,15]]},"DOI":"10.1109\/bibm66473.2025.11356888","type":"proceedings-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:19:40Z","timestamp":1769721580000},"page":"3648-3653","source":"Crossref","is-referenced-by-count":0,"title":["BiovMNVTM: A Geometry-Aware Neural Topic Model for Biomedical Text Analysis via von Mises\u2013Fisher Mixtures"],"prefix":"10.1109","author":[{"given":"Dayu","family":"Guo","sequence":"first","affiliation":[{"name":"Beijing Normal-Hong Kong Baptist University,Guangdong Provincial\/Zhuhai Key Laboratory IRADS,Department of Computer Science"}]},{"given":"Zhiwen","family":"Luo","sequence":"additional","affiliation":[{"name":"Concordia Institute for Information Systems Engineering, Concordia University"}]},{"given":"Nizar","family":"Bouguila","sequence":"additional","affiliation":[{"name":"Concordia Institute for Information Systems Engineering, Concordia University"}]},{"given":"Wentao","family":"Fan","sequence":"additional","affiliation":[{"name":"Beijing Normal-Hong Kong Baptist University,Guangdong Provincial\/Zhuhai Key Laboratory IRADS,Department of Computer Science"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/jamiaopen\/ooad112"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944937"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2196\/54321"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.12700\/aph.20.7.2023.7.9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-04378-3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-36819-6_4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121720"},{"key":"ref8","article-title":"Auto-encoding variational bayes","volume-title":"2nd International Conference on Learning Representations, ICLR 2014","author":"Kingma"},{"key":"ref9","article-title":"Autoencoding variational inference for topic models","volume-title":"5th International Conference on Learning Representations, ICLR 2017","author":"Srivastava","year":"2017"},{"key":"ref10","first-page":"2410","article-title":"Discovering discrete latent topics with neural variational inference","volume-title":"International conference on machine learning","author":"Miao"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.110037"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00030"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00325"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3578583"},{"key":"ref16","first-page":"31557","article-title":"Hyperminer: Topic taxonomy mining with hyperbolic embedding","volume":"35","author":"Xu","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref17","article-title":"Neural topic model via optimal transport","volume-title":"9th International Conference on Learning Representations, ICLR 2021, Virtual Event","author":"Zhao","year":"2021"},{"key":"ref18","first-page":"37335","article-title":"Effective neural topic modeling with embedding clustering regularization","volume-title":"International Conference on Machine Learning","author":"Wu"},{"key":"ref19","article-title":"Bertopic: Neural topic modeling with a class-based tf-idf procedure","author":"Grootendorst","year":"2022","journal-title":"arXiv preprint"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/jcm13185503"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.2196\/63466"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n19\u20131423"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz682"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1480"},{"key":"ref25","first-page":"856","article-title":"Hyperspherical variational auto-encoders","volume-title":"34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018","author":"Davidson","year":"2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2025.107802"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-acl.271"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3690624.3709230"},{"key":"ref29","article-title":"Decoding mie: A novel dataset approach using topic extraction and affiliation parsing","author":"Bitaraf","year":"2024","journal-title":"arXiv preprint"},{"key":"ref30","volume-title":"California independent medical review dataset","author":"Patil","year":"2024"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3582768.3582795"}],"event":{"name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Wuhan, China","start":{"date-parts":[[2025,12,15]]},"end":{"date-parts":[[2025,12,18]]}},"container-title":["2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11355913\/11355975\/11356888.pdf?arnumber=11356888","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T20:51:26Z","timestamp":1770843086000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11356888\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/bibm66473.2025.11356888","relation":{},"subject":[],"published":{"date-parts":[[2025,12,15]]}}}