{"type":"ScholarlyArticle","title":"DISA: A Scientific Writing Advisor with Deep Information Structure Analysis","authors":[{"name":"Hen-Hsen Huang","slug":"hen-hsen-huang","given":"Hen-Hsen","family":"Huang","affiliation":""},{"name":"Hsin-Hsi Chen","slug":"hsin-hsi-chen","given":"Hsin-Hsi","family":"Chen","affiliation":""}],"abstract":"This paper demonstrates DISA, a higher-level writing assistant system, which analyzes the information structure of abstracts, and retrieves the knowledge according to the research goals from the related work. By incorporating the latest neural-network technologies including linguistically-informed neural-network and autoencoder, we construct an intelligent system which extends the scope of computer-aided writing.","doi":"10.24963/ijcai.2017/773","url":"https://ijcai.org/proceedings/2017/773","pdf":"https://ijcai.org/proceedings/2017/0773.pdf","markdown":"https://ijcai.org/proceedings/2017/773.md","bibtex":"https://ijcai.org/proceedings/2017/bibtex/773","volume":{"slug":"2017","title":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2017","url":"https://ijcai.org/proceedings/2017/","year":2017,"location":"Melbourne, Australia","dates":"19-25 August 2017","editors":"Carles Sierra","isbn":"978-0-9992411-0-3","publisher":"International Joint Conferences on Artificial Intelligence Organization","doi_prefix":"10.24963/ijcai.2017"},"section":"Demos","track":"Demos","number":773,"pages":{"first":5229,"last":5231},"keywords":["Multidisciplinary Topics and Applications: Computer-Aided Education","Natural Language Processing: NLP Applications and Tools","Natural Language Processing: Discourse"],"videos":[],"references":[{"position":1,"raw":"[Blei et al., 2003] David M. Blei, Andrew Y. Ng, and Michael I. Jordan. Latent Dirichlet Allocation. Journal of Machine Learning Research 3:993-1022, 2003.","title":"Latent Dirichlet Allocation","authors":"David M Blei, Andrew Y Ng, Michael I Jordan","year":"2003","venue":"Journal of Machine Learning Research","doi":null,"url":null,"internal_url":null},{"position":2,"raw":"[Chen et al., 2012] Mei-Hua Chen, Shih-Ting Huang, Hung- Ting Hsieh, Ting-Hui Kao, Jason S. Chang. FLOW: A First-Language-Oriented Writing Assistant System. In Proceedings of the 50th Annual Meeting of the Associa- tion for Computational Linguistics (ACL 2012): System Demonstrations, pages 157-162, Jeju, Republic of Korea, 2012.","title":"FLOW: A First-Language-Oriented Writing Assistant System","authors":"Mei-Hua Chen, Shih-Ting Huang, Hung-Ting Hsieh, Ting-Hui Kao, Jason S Chang","year":"2012","venue":"Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012): System Demonstrations","doi":null,"url":null,"internal_url":null},{"position":3,"raw":"[Cho et al., 2014] Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, and Yoshua Bengio. On the proper- ties of neural machine translation: Encoder-decoder ap- proaches. arXiv preprint, arXiv:1409.1259, 2014.","title":"On the properties of neural machine translation: Encoder-decoder approaches","authors":"Cho","year":"2014","venue":null,"doi":null,"url":null,"internal_url":null},{"position":4,"raw":"[Contractor et al., 2012] Danish Contractor, Yufan Guo, and Anna Korhonen. Using Argumentative Zones for Extrac- tive Summarization of Scientific Articles. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012): Technical Papers, pages 663-678, Mumbai, India, 2012.","title":"Using Argumentative Zones for Extractive Summarization of Scientific Articles","authors":"Contractor","year":"2012","venue":"Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012): Technical Papers","doi":null,"url":null,"internal_url":null},{"position":5,"raw":"[Dai et al., 2014] Xianjun Dai, Yuanchao Liu, Xiaolong Wang, and Bingquan Liu. WINGS: Writing with Intelli- gent Guidance and Suggestions. In Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014): System Demonstrations, pages 25-30, Baltimore, Maryland USA, 2014.","title":"WINGS: Writing with Intelligent Guidance and Suggestions","authors":"Dai","year":"2014","venue":"Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014): System Demonstrations","doi":null,"url":null,"internal_url":null},{"position":6,"raw":"[Ebert et al., 2015] Sebastian Ebert, Ngoc Thang Vu, and Hinrich Schütze. A Linguistically Informed Convolu- tional Neural Network. In Proceedings of the 6th Work- shop on Computational Approaches to Subjectivity, Sen- timent and Social Media Analysis (WASSA 2015), pages 109-114, Lisboa, Portugal, 2015.","title":"A Linguistically Informed Convolutional Neural Network","authors":"Sebastian Ebert, Ngoc Thang Vu, Hinrich Schütze","year":"2015","venue":"Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2015)","doi":null,"url":null,"internal_url":null},{"position":7,"raw":"[Guo et al., 2011] Yufan Guo, Anna Korhonen, and Thierry Poibeau. A Weakly-supervised Approach to Argumenta- tive Zoning of Scientific Documents. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP 2011), pages 273-283, Edinburgh, Scotland, UK, 2011.","title":"A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents","authors":"Guo","year":"2011","venue":"Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP 2011)","doi":null,"url":null,"internal_url":null},{"position":8,"raw":"[Guo et al., 2013] Yufan Guo, Roi Reichart, and Anna Korho- nen. Improved Information Structure Analysis of Scien- tific Documents Through Discourse and Lexical Con- straints. In Proceedings of NAACL-HLT 2013, pages 928- 937, Atlanta, Georgia, 2013.","title":"Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints","authors":"Guo","year":"2013","venue":"Proceedings of NAACL-HLT 2013","doi":null,"url":null,"internal_url":null},{"position":9,"raw":"[Guo et al., 2014] Yufan Guo, Diarmuid O Seaghdha, Ilona Silins, Lin Sun, Johan Hogberg, Ulla Stenius, and Anna Korhonen. CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment. In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014): System Demonstrations, pages 76-80, Dublin, Ireland, 2014.","title":"CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment","authors":"Guo","year":"2014","venue":"Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014): System Demonstrations","doi":null,"url":null,"internal_url":null},{"position":10,"raw":"[Liu et al., 2016] Yuanchao Liu, Xin Wang, Ming Liu, Xiao- long Wang. Write-righter: An Academic Writing Assis- tant System. In Proceedings of the Thirtieth AAAI Con- ference on Artificial Intelligence (AAAI 2016), pages 4373-4374, 2016.","title":"Write-righter: An Academic Writing Assis-tant System","authors":"Yuanchao Liu, Xin Wang, Ming Liu, Xiaolong Wang","year":"2016","venue":"Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI 2016)","doi":null,"url":null,"internal_url":null},{"position":11,"raw":"[Manning et al., 2014] Christopher D Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. The Stanford CoreNLP Natural Language Processing Toolkit. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014): System Demonstrations, pages 55-60, Baltimore, Maryland USA, 2014.","title":"The Stanford CoreNLP Natural Language Processing Toolkit","authors":"Mihai Christopher D Manning, John Surdeanu, Jenny Bauer, Steven J Finkel, David Bethard, Mcclosky","year":"2014","venue":"Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014): System Demonstrations","doi":null,"url":null,"internal_url":null},{"position":12,"raw":"[Seaghdha and Teufel, 2014] Diarmuid O Seaghdha and Simone Teufel. Unsupervised learning of rhetorical struc- ture with un-topic models. In Proceedings of the 25th In- ternational Conference on Computational Linguistics (COLING 2014): Technical Papers, pages 2-13, Dublin, Ireland, 2014.","title":"Unsupervised learning of rhetorical structure with un-topic models","authors":"Seaghdha, O Teufel ; Diarmuid, Simone Seaghdha, Teufel","year":"2014","venue":"Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014): Technical Papers","doi":null,"url":null,"internal_url":null},{"position":13,"raw":"[Swales, 1990] John M. Swales. Genre analysis: English in academic and research settings. Cambridge University Press, Cambridge, UK, 1990.","title":"Genre analysis: English in academic and research settings","authors":"John M Swales","year":"1990","venue":null,"doi":null,"url":null,"internal_url":null},{"position":14,"raw":"[Teufel, 2010] Simone Teufel. 2010. The Structure of Scien- tific Articles: Applications to Citation Indexing and Sum- marization. CSLI Publications, Stanford, CA, 2010.","title":"The Structure of Scientific Articles: Applications to Citation Indexing and Summarization","authors":"Simone Teufel","year":"2010","venue":null,"doi":null,"url":null,"internal_url":null}],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}