{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:27:45Z","timestamp":1750220865430,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,3,17]],"date-time":"2020-03-17T00:00:00Z","timestamp":1584403200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Moore Foundation Data-Driven Discovery Investigator program"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,3,17]]},"DOI":"10.1145\/3377325.3377503","type":"proceedings-article","created":{"date-parts":[[2020,3,4]],"date-time":"2020-03-04T23:14:49Z","timestamp":1583363689000},"page":"43-54","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["iSeqL"],"prefix":"10.1145","author":[{"given":"Akshat","family":"Shrivastava","sequence":"first","affiliation":[{"name":"University of Washington"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeffrey","family":"Heer","sequence":"additional","affiliation":[{"name":"University of Washington"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,3,17]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"https:\/\/www.yelp.com\/dataset\/challenge. Accessed","author":"Dataset Yelp","year":"2018","unstructured":"[n.d.]. Yelp Dataset . https:\/\/www.yelp.com\/dataset\/challenge. Accessed : 2018 . [n.d.]. Yelp Dataset. https:\/\/www.yelp.com\/dataset\/challenge. Accessed: 2018."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13406"},{"key":"e_1_3_2_1_3_1","volume-title":"Natural Language Processing with Python","author":"Bird Steven","unstructured":"Steven Bird , Ewan Klein , and Edward Loper . 2009. Natural Language Processing with Python ( 1 st ed.). O'Reilly Media, Inc. Steven Bird, Ewan Klein, and Edward Loper. 2009. Natural Language Processing with Python (1st ed.). O'Reilly Media, Inc.","edition":"1"},{"key":"e_1_3_2_1_4_1","volume-title":"Jordan","author":"Blei David M.","year":"2003","unstructured":"David M. Blei , Andrew Y. Ng , and Michael I . Jordan . 2003 . Latent Dirichlet Allocation. J. Mach. Learn. Res . 3 (March 2003), 993--1022. http:\/\/dl.acm.org\/citation.cfm?id=944919.944937 David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent Dirichlet Allocation. J. Mach. Learn. Res. 3 (March 2003), 993--1022. http:\/\/dl.acm.org\/citation.cfm?id=944919.944937"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-017-0466-9"},{"key":"e_1_3_2_1_6_1","unstructured":"Yunxia Chen and S. Mani. 2011. Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing. In Active Learning and Experimental Design @ AISTATS.  Yunxia Chen and S. Mani. 2011. Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing. In Active Learning and Experimental Design @ AISTATS."},{"key":"e_1_3_2_1_7_1","volume-title":"International Conference on Machine Learning. 612--620","author":"Chuang Jason","year":"2013","unstructured":"Jason Chuang , Sonal Gupta , Christopher Manning , and Jeffrey Heer . 2013 . Topic model diagnostics: Assessing domain relevance via topical alignment . In International Conference on Machine Learning. 612--620 . Jason Chuang, Sonal Gupta, Christopher Manning, and Jeffrey Heer. 2013. Topic model diagnostics: Assessing domain relevance via topical alignment. In International Conference on Machine Learning. 612--620."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2207738"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/N15-1018"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.239"},{"key":"e_1_3_2_1_11_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR abs\/1810.04805","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. CoRR abs\/1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR abs\/1810.04805 (2018)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858535"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598447"},{"key":"e_1_3_2_1_14_1","volume-title":"Winder","author":"Fogarty James","year":"2008","unstructured":"James Fogarty , Desney S. Tan , Ashish Kapoor , and Simon A. J . Winder . 2008 . CueFlik: interactive concept learning in image search. In CHI. James Fogarty, Desney S. Tan, Ashish Kapoor, and Simon A. J. Winder. 2008. CueFlik: interactive concept learning in image search. In CHI."},{"key":"e_1_3_2_1_15_1","volume-title":"Zettlemoyer","author":"Gardner Matt","year":"2017","unstructured":"Matt Gardner , Joel Grus , Mark Neumann , Oyvind Tafjord , Pradeep Dasigi , Nelson F. Liu , Matthew Peters , Michael Schmitz , and Luke S . Zettlemoyer . 2017 . AllenNLP: A Deep Semantic Natural Language Processing Platform . arXiv:arXiv:1803.07640 Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz, and Luke S. Zettlemoyer. 2017. AllenNLP: A Deep Semantic Natural Language Processing Platform. arXiv:arXiv:1803.07640"},{"key":"e_1_3_2_1_16_1","volume-title":"spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing. To appear","author":"Honnibal Matthew","year":"2017","unstructured":"Matthew Honnibal and Ines Montani . 2017. spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing. To appear ( 2017 ). Matthew Honnibal and Ines Montani. 2017. spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing. To appear (2017)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2015.03.010"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2678025.2701399"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami and Chris Dyer. 2016. Neural Architectures for Named Entity Recognition. In HLT-NAACL.  Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami and Chris Dyer. 2016. Neural Architectures for Named Entity Recognition. In HLT-NAACL.","DOI":"10.18653\/v1\/N16-1030"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Yi Luan Luheng He Mari Ostendorf and Hannaneh Hajishirzi. 2018. Multi-Task Identification of Entities Relations and Coreference for Scientific Knowledge Graph Construction. In EMNLP.  Yi Luan Luheng He Mari Ostendorf and Hannaneh Hajishirzi. 2018. Multi-Task Identification of Entities Relations and Coreference for Scientific Knowledge Graph Construction. In EMNLP.","DOI":"10.18653\/v1\/D18-1360"},{"key":"e_1_3_2_1_21_1","volume-title":"Scientific Information Extraction with Semi-supervised Neural Tagging. CoRR abs\/1708.06075","author":"Luan Yi","year":"2017","unstructured":"Yi Luan , Mari Ostendorf , and Hannaneh Hajishirzi . 2017. Scientific Information Extraction with Semi-supervised Neural Tagging. CoRR abs\/1708.06075 ( 2017 ). arXiv:1708.06075 http:\/\/arxiv.org\/abs\/1708.06075 Yi Luan, Mari Ostendorf, and Hannaneh Hajishirzi. 2017. Scientific Information Extraction with Semi-supervised Neural Tagging. CoRR abs\/1708.06075 (2017). arXiv:1708.06075 http:\/\/arxiv.org\/abs\/1708.06075"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"Diana MacLean Sonal Gupta Anna Lembke Christopher D. Manning and Jeffrey Heer. 2015. Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. In ACM Computer-Supported Cooperative Work (CSCW). http:\/\/idl.cs.washington.edu\/papers\/forum77  Diana MacLean Sonal Gupta Anna Lembke Christopher D. Manning and Jeffrey Heer. 2015. Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. In ACM Computer-Supported Cooperative Work (CSCW). http:\/\/idl.cs.washington.edu\/papers\/forum77","DOI":"10.1145\/2675133.2675146"},{"key":"e_1_3_2_1_23_1","volume-title":"MacLean and Jeffrey Heer","author":"Diana","year":"2013","unstructured":"Diana L. MacLean and Jeffrey Heer . 2013 . Identifying medical terms in patient-authored text: a crowdsourcing-based approach. In JAMIA. Diana L. MacLean and Jeffrey Heer. 2013. Identifying medical terms in patient-authored text: a crowdsourcing-based approach. In JAMIA."},{"volume-title":"The Stanford CoreNLP Natural Language Processing Toolkit","author":"Manning Christopher D.","key":"e_1_3_2_1_24_1","unstructured":"Christopher D. Manning , Mihai Surdeanu , John Bauer , Jenny Finkel , Steven J. Bethard , and David McClosky . 2014. The Stanford CoreNLP Natural Language Processing Toolkit . In Association for Computational Linguistics (ACL) System Demonstrations . 55--60. http:\/\/www.aclweb.org\/anthology\/P\/P14\/P14-5010 Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. 2014. The Stanford CoreNLP Natural Language Processing Toolkit. In Association for Computational Linguistics (ACL) System Demonstrations. 55--60. http:\/\/www.aclweb.org\/anthology\/P\/P14\/P14-5010"},{"key":"e_1_3_2_1_25_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Gregory S. Corrado and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and their Compositionality. In NIPS.  Tomas Mikolov Ilya Sutskever Kai Chen Gregory S. Corrado and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and their Compositionality. In NIPS."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2744478"},{"key":"e_1_3_2_1_27_1","unstructured":"Adam Paszke Sam Gross Soumith Chintala Gregory Chanan Edward Yang Zachary DeVito Zeming Lin Alban Desmaison Luca Antiga and Adam Lerer. 2017. Automatic differentiation in PyTorch. In NIPS-W.  Adam Paszke Sam Gross Soumith Chintala Gregory Chanan Edward Yang Zachary DeVito Zeming Lin Alban Desmaison Luca Antiga and Adam Lerer. 2017. Automatic differentiation in PyTorch. In NIPS-W."},{"key":"e_1_3_2_1_28_1","volume-title":"Manning","author":"Pennington Jeffrey","year":"2014","unstructured":"Jeffrey Pennington , Richard Socher , and Christopher D . Manning . 2014 . GloVe: Global Vectors for Word Representation. In Empirical Methods in Natural Language Processing (EMNLP) . 1532--1543. http:\/\/www.aclweb.org\/anthology\/D14-1162 Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014. GloVe: Global Vectors for Word Representation. In Empirical Methods in Natural Language Processing (EMNLP). 1532--1543. http:\/\/www.aclweb.org\/anthology\/D14-1162"},{"key":"e_1_3_2_1_29_1","volume-title":"Smith","author":"Peters Matthew","year":"2019","unstructured":"Matthew Peters , Sebastian Ruder , and Noah A . Smith . 2019 . To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks . Matthew Peters, Sebastian Ruder, and Noah A. Smith. 2019. To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks."},{"key":"e_1_3_2_1_30_1","volume-title":"Semi-supervised sequence tagging with bidirectional language models. CoRR abs\/1705.00108","author":"Peters Matthew E.","year":"2017","unstructured":"Matthew E. Peters , Waleed Ammar , Chandra Bhagavatula , and Russell Power . 2017. Semi-supervised sequence tagging with bidirectional language models. CoRR abs\/1705.00108 ( 2017 ). arXiv:1705.00108 http:\/\/arxiv.org\/abs\/1705.00108 Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula, and Russell Power. 2017. Semi-supervised sequence tagging with bidirectional language models. CoRR abs\/1705.00108 (2017). arXiv:1705.00108 http:\/\/arxiv.org\/abs\/1705.00108"},{"key":"e_1_3_2_1_31_1","volume-title":"Zettlemoyer","author":"Peters Matthew E.","year":"2018","unstructured":"Matthew E. Peters , Mark Neumann , Mohit Iyyer , Matt Gardner , Christopher Clark , Kenton Lee , and Luke S . Zettlemoyer . 2018 . Deep contextualized word representations. In NAACL-HLT. Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke S. Zettlemoyer. 2018. Deep contextualized word representations. In NAACL-HLT."},{"key":"e_1_3_2_1_32_1","unstructured":"Alec Radford. 2018. Improving Language Understanding by Generative Pre-Training.  Alec Radford. 2018. Improving Language Understanding by Generative Pre-Training."},{"key":"e_1_3_2_1_33_1","unstructured":"Alec Radford Jeff Wu Rewon Child David Luan Dario Amodei and Ilya Sutskever. 2019. Language Models are Unsupervised Multitask Learners. (2019).  Alec Radford Jeff Wu Rewon Child David Luan Dario Amodei and Ilya Sutskever. 2019. Language Models are Unsupervised Multitask Learners. (2019)."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.14778\/3157794.3157797"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N19-5004"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.105"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","unstructured":"Erik Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition. In CoNLL.  Erik Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition. In CoNLL.","DOI":"10.3115\/1119176.1119195"},{"key":"e_1_3_2_1_38_1","volume-title":"Vega-Lite: A Grammar of Interactive Graphics","author":"Satyanarayan Arvind","year":"2017","unstructured":"Arvind Satyanarayan , Dominik Moritz , Kanit Wongsuphasawat , and Jeffrey Heer . 2017. Vega-Lite: A Grammar of Interactive Graphics . IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis) ( 2017 ). http:\/\/idl.cs.washington.edu\/papers\/vegalite Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, and Jeffrey Heer. 2017. Vega-Lite: A Grammar of Interactive Graphics. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis) (2017). http:\/\/idl.cs.washington.edu\/papers\/vegalite"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/1613715.1613855"},{"key":"e_1_3_2_1_40_1","volume-title":"Yakov Kronrod, and Anima Anandkumar.","author":"Shen Yanyao","year":"2017","unstructured":"Yanyao Shen , Hyokun Yun , Zachary Chase Lipton , Yakov Kronrod, and Anima Anandkumar. 2017 . Deep Active Learning for Named Entity Recognition. In Rep 4NLP@ACL. Yanyao Shen, Hyokun Yun, Zachary Chase Lipton, Yakov Kronrod, and Anima Anandkumar. 2017. Deep Active Learning for Named Entity Recognition. In Rep4NLP@ACL."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"crossref","unstructured":"Carson Sievert. 2014. LDAvis: A method for visualizing and interpreting topics.  Carson Sievert. 2014. LDAvis: A method for visualizing and interpreting topics.","DOI":"10.3115\/v1\/W14-3110"},{"key":"e_1_3_2_1_42_1","volume-title":"Contextual Word Representations: A Contextual Introduction. CoRR abs\/1902.06006","author":"Smith Noah A.","year":"2019","unstructured":"Noah A. Smith . 2019. Contextual Word Representations: A Contextual Introduction. CoRR abs\/1902.06006 ( 2019 ). Noah A. Smith. 2019. Contextual Word Representations: A Contextual Introduction. CoRR abs\/1902.06006 (2019)."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/E17-1014"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2007.4389006"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocx070"},{"key":"e_1_3_2_1_46_1","first-page":"680","article-title":"Active learning with subsequence sampling strategy for sequence labeling tasks","volume":"6","author":"Wanvarie Dittaya","year":"2011","unstructured":"Dittaya Wanvarie , Hiroya Takamura , and Manabu Okumura . 2011 . Active learning with subsequence sampling strategy for sequence labeling tasks . Information and Media Technologies 6 , 3 (2011), 680 -- 700 . Dittaya Wanvarie, Hiroya Takamura, and Manabu Okumura. 2011. Active learning with subsequence sampling strategy for sequence labeling tasks. Information and Media Technologies 6, 3 (2011), 680--700.","journal-title":"Information and Media Technologies"},{"key":"e_1_3_2_1_47_1","volume-title":"Voyager: Exploratory analysis via faceted browsing of visualization recommendations","author":"Wongsuphasawat Kanit","year":"2016","unstructured":"Kanit Wongsuphasawat , Dominik Moritz , Anushka Anand , Jock Mackinlay , Bill Howe , and Jeffrey Heer . 2016 . Voyager: Exploratory analysis via faceted browsing of visualization recommendations . IEEE transactions on visualization and computer graphics 22, 1 (2016), 649--658. Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock Mackinlay, Bill Howe, and Jeffrey Heer. 2016. Voyager: Exploratory analysis via faceted browsing of visualization recommendations. IEEE transactions on visualization and computer graphics 22, 1 (2016), 649--658."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025768"},{"key":"e_1_3_2_1_49_1","volume-title":"Annual Symposium proceedings. AMIA Symposium 2017 (2017)","author":"Wu Yonghui","year":"2017","unstructured":"Yonghui Wu , Min Jiang , Jun Xu , Degui Zhi , and Hua Xu . 2017 . Clinical Named Entity Recognition Using Deep Learning Models. AMIA ... Annual Symposium proceedings. AMIA Symposium 2017 (2017) , 1812--1819. Yonghui Wu, Min Jiang, Jun Xu, Degui Zhi, and Hua Xu. 2017. Clinical Named Entity Recognition Using Deep Learning Models. AMIA ... Annual Symposium proceedings. AMIA Symposium 2017 (2017), 1812--1819."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.183"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219839"},{"key":"e_1_3_2_1_52_1","volume-title":"Clinical Concept Extraction with Contextual Word Embedding. CoRR abs\/1810.10566","author":"Zhu Henghui","year":"2018","unstructured":"Henghui Zhu , Ioannis Ch. Paschalidis , and Amir M Tahmasebi . 2018. Clinical Concept Extraction with Contextual Word Embedding. CoRR abs\/1810.10566 ( 2018 ). Henghui Zhu, Ioannis Ch. Paschalidis, and Amir M Tahmasebi. 2018. Clinical Concept Extraction with Contextual Word Embedding. CoRR abs\/1810.10566 (2018)."}],"event":{"name":"IUI '20: 25th International Conference on Intelligent User Interfaces","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Cagliari Italy","acronym":"IUI '20"},"container-title":["Proceedings of the 25th International Conference on Intelligent User Interfaces"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3377325.3377503","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3377325.3377503","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:23:42Z","timestamp":1750202622000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3377325.3377503"}},"subtitle":["interactive sequence learning"],"short-title":[],"issued":{"date-parts":[[2020,3,17]]},"references-count":52,"alternative-id":["10.1145\/3377325.3377503","10.1145\/3377325"],"URL":"https:\/\/doi.org\/10.1145\/3377325.3377503","relation":{},"subject":[],"published":{"date-parts":[[2020,3,17]]},"assertion":[{"value":"2020-03-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}