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@InProceedings{Yogatama2015,
  author    = {Dani Yogatama and Daniel Gillick and Nevena Lazic},
  title     = {Embedding Methods for Fine Grained Entity Type Classification},
  booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  year      = {2015},
  publisher = {Association for Computational Linguistics},
  doi       = {10.3115/v1/p15-2048},
}

@InProceedings{Kim2014,
  author    = {Yoon Kim},
  title     = {Convolutional Neural Networks for Sentence Classification},
  booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing ({EMNLP})},
  year      = {2014},
  publisher = {Association for Computational Linguistics},
  doi       = {10.3115/v1/d14-1181},
}

@InProceedings{Yang2016,
  author    = {Zichao Yang and Diyi Yang and Chris Dyer and Xiaodong He and Alex Smola and Eduard Hovy},
  title     = {Hierarchical Attention Networks for Document Classification},
  booktitle = {Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
  year      = {2016},
  publisher = {Association for Computational Linguistics},
  doi       = {10.18653/v1/n16-1174},
}

@InProceedings{Severyn2015,
  author    = {Aliaksei Severyn and Alessandro Moschitti},
  title     = {Twitter Sentiment Analysis with Deep Convolutional Neural Networks},
  booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval - {SIGIR} {\textquotesingle}15},
  year      = {2015},
  publisher = {{ACM} Press},
  doi       = {10.1145/2766462.2767830},
}

@InProceedings{Hardy2002,
  author    = {Hilda Hardy and Nobuyuki Shimizu and Tomek Strzalkowski and Liu Ting and Xinyang Zhang and G. Bowden Wise},
  title     = {Cross-document summarization by concept classification},
  booktitle = {Proceedings of the 25th annual international {ACM} {SIGIR} conference on Research and development in information retrieval - {SIGIR} {\textquotesingle}02},
  year      = {2002},
  publisher = {{ACM} Press},
  doi       = {10.1145/564376.564399},
}

@Article{Lodhi2002,
  author  = {Lodhi, Huma and Saunders, Craig and Shawe-Taylor, John and Cristianini, Nello and Watkins, Chris},
  title   = {Text classification using string kernels},
  journal = {Journal of Machine Learning Research},
  year    = {2002},
  volume  = {2},
  number  = {Feb},
  pages   = {419--444},
}

@InProceedings{McCallum1998,
  author       = {McCallum, Andrew and Nigam, Kamal and others},
  title        = {A comparison of event models for naive bayes text classification},
  booktitle    = {AAAI-98 workshop on learning for text categorization},
  year         = {1998},
  volume       = {752},
  number       = {1},
  pages        = {41--48},
  organization = {Citeseer},
}

@InProceedings{Yang1997,
  author    = {Yang, Yiming and Pedersen, Jan O},
  title     = {A comparative study on feature selection in text categorization},
  booktitle = {Icml},
  year      = {1997},
  volume    = {97},
  number    = {412-420},
  pages     = {35},
}

@InProceedings{Bakeryz1998,
  author       = {Bakeryz, L Douglas and McCallumyz, Andrew Kachites},
  title        = {Distributional clustering of words for text classification},
  booktitle    = {Proceedings of SIGIR},
  year         = {1998},
  organization = {Citeseer},
}

@Article{Scott1998,
  author  = {Scott, Sam and Matwin, Stan},
  title   = {Text classification using WordNet hypernyms},
  journal = {Usage of WordNet in Natural Language Processing Systems},
  year    = {1998},
}

@Article{Garla2012,
  author    = {Garla, Vijay N and Brandt, Cynthia},
  title     = {Ontology-guided feature engineering for clinical text classification},
  journal   = {Journal of biomedical informatics},
  year      = {2012},
  volume    = {45},
  number    = {5},
  pages     = {992--998},
  publisher = {Elsevier},
}

@InProceedings{Lai2015,
  author    = {Lai, Siwei and Xu, Liheng and Liu, Kang and Zhao, Jun},
  title     = {Recurrent convolutional neural networks for text classification},
  booktitle = {Twenty-ninth AAAI conference on artificial intelligence},
  year      = {2015},
}

@InProceedings{Zhang2015,
  author    = {Zhang, Xiang and Zhao, Junbo and LeCun, Yann},
  title     = {Character-level convolutional networks for text classification},
  booktitle = {Advances in neural information processing systems},
  year      = {2015},
  pages     = {649--657},
}

@InProceedings{Mikolov2013,
  author    = {Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg S and Dean, Jeff},
  title     = {Distributed representations of words and phrases and their compositionality},
  booktitle = {Advances in neural information processing systems},
  year      = {2013},
  pages     = {3111--3119},
}

@Article{Joulin2016,
  author  = {Joulin, Armand and Grave, Edouard and Bojanowski, Piotr and Mikolov, Tomas},
  title   = {Bag of tricks for efficient text classification},
  journal = {arXiv preprint arXiv:1607.01759},
  year    = {2016},
}

@InProceedings{Cheng2016,
  author       = {Cheng, Heng-Tze and Koc, Levent and Harmsen, Jeremiah and Shaked, Tal and Chandra, Tushar and Aradhye, Hrishi and Anderson, Glen and Corrado, Greg and Chai, Wei and Ispir, Mustafa and others},
  title        = {Wide \& deep learning for recommender systems},
  booktitle    = {Proceedings of the 1st Workshop on Deep Learning for Recommender Systems},
  year         = {2016},
  pages        = {7--10},
  organization = {ACM},
}

@Article{Wang2018,
  author  = {Wang, Guoyin and Li, Chunyuan and Wang, Wenlin and Zhang, Yizhe and Shen, Dinghan and Zhang, Xinyuan and Henao, Ricardo and Carin, Lawrence},
  title   = {Joint embedding of words and labels for text classification},
  journal = {arXiv preprint arXiv:1805.04174},
  year    = {2018},
}

@Article{Zhang2017,
  author  = {Zhang, Honglun and Xiao, Liqiang and Chen, Wenqing and Wang, Yongkun and Jin, Yaohui},
  title   = {Multi-Task Label Embedding for Text Classification},
  journal = {arXiv preprint arXiv:1710.07210},
  year    = {2017},
}

@InProceedings{Ma2016,
  author    = {Ma, Yukun and Cambria, Erik and Gao, Sa},
  title     = {Label embedding for zero-shot fine-grained named entity typing},
  booktitle = {Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers},
  year      = {2016},
  pages     = {171--180},
}

@InProceedings{Akata2013,
  author    = {Akata, Zeynep and Perronnin, Florent and Harchaoui, Zaid and Schmid, Cordelia},
  title     = {Label-embedding for attribute-based classification},
  booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year      = {2013},
  pages     = {819--826},
}

@InProceedings{Piroi2011,
  author    = {Florina Piroi and Mihai Lupu and Allan Hanbury and Veronika Zenz},
  title     = {{CLEF-IP} 2011: Retrieval in the Intellectual Property Domain},
  booktitle = {{CLEF} 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands},
  year      = {2011},
  editor    = {Vivien Petras and Pamela Forner and Paul D. Clough},
  volume    = {1177},
  series    = {{CEUR} Workshop Proceedings},
  publisher = {CEUR-WS.org},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/clef/PiroiLHZ11},
  url       = {http://ceur-ws.org/Vol-1177/CLEF2011wn-CLEF-IP-PiroiEt2011.pdf},
}

@InProceedings{Molla2018,
  author    = {Diego Moll{\'{a}} and Dilesha Seneviratne},
  title     = {Overview of the 2018 {ALTA} Shared Task: Classifying Patent Applications},
  booktitle = {Proceedings of the Australasian Language Technology Association Workshop 2018, Dunedin, New Zealand, {ALTA} 2018, December 10-12, 2018},
  year      = {2018},
  editor    = {Sunghwan Mac Kim and Xiuzhen (Jenny) Zhang},
  pages     = {84--88},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/acl-alta/MollaS18},
  url       = {https://aclanthology.info/papers/U18-1011/u18-1011},
}

@InProceedings{Verberne2011,
  author    = {Suzan Verberne and Eva D'hondt},
  title     = {Patent Classification Experiments with the Linguistic Classification System {LCS} in {CLEF-IP} 2011},
  booktitle = {{CLEF} 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands},
  year      = {2011},
  editor    = {Vivien Petras and Pamela Forner and Paul D. Clough},
  volume    = {1177},
  series    = {{CEUR} Workshop Proceedings},
  publisher = {CEUR-WS.org},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/clef/VerberneD11},
  url       = {http://ceur-ws.org/Vol-1177/CLEF2011wn-CLEF-IP-VerberneEt2011.pdf},
}

@InProceedings{Benites2018,
  author    = {Fernando Benites and Shervin Malmasi and Marcos Zampieri},
  title     = {Classifying Patent Applications with Ensemble Methods},
  booktitle = {Proceedings of the Australasian Language Technology Association Workshop 2018, Dunedin, New Zealand, {ALTA} 2018, December 10-12, 2018},
  year      = {2018},
  editor    = {Sunghwan Mac Kim and Xiuzhen (Jenny) Zhang},
  pages     = {89--92},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/acl-alta/BenitesMZ18},
  url       = {https://aclanthology.info/papers/U18-1012/u18-1012},
}

@InProceedings{Qiu2011,
  author    = {Xipeng Qiu and Xuanjing Huang and Zhao Liu and Jinlong Zhou},
  title     = {Hierarchical Text Classification with Latent Concepts},
  booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, {USA} - Short Papers},
  year      = {2011},
  pages     = {598--602},
  publisher = {The Association for Computer Linguistics},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/acl/QiuHLZ11},
  url       = {http://www.aclweb.org/anthology/P11-2105},
}

@InProceedings{Grawe2017,
  author    = {Mattyws F. Grawe and Claudia A. Martins and Andreia Gentil Bonfante},
  title     = {Automated Patent Classification Using Word Embedding},
  booktitle = {16th {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
  year      = {2017},
  editor    = {Xuewen Chen and Bo Luo and Feng Luo and Vasile Palade and M. Arif Wani},
  pages     = {408--411},
  publisher = {{IEEE}},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/icmla/GraweMB17},
  doi       = {10.1109/ICMLA.2017.0-127},
}

@InProceedings{Xiao2008,
  author    = {Tong Xiao and Feifei Cao and Tianning Li and Guolong Song and Ke Zhou and Jingbo Zhu and Huizhen Wang},
  title     = {{KNN} and Re-ranking Models for English Patent Mining at {NTCIR-7}},
  booktitle = {Proceedings of the 7th {NTCIR} Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, NTCIR-7, National Center of Sciences, Tokyo, Japan, December 16-19, 2008},
  year      = {2008},
  editor    = {Noriko Kando},
  publisher = {National Institute of Informatics {(NII)}},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl    = {https://dblp.org/rec/bib/conf/ntcir/XiaoCLSZZW08},
  url       = {http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings7/pdf/NTCIR7/C3/PATMN/02-NTCIR7-PATMN-XiaoT.pdf},
}

@Article{Gomez2014,
  author    = {Gomez, Juan Carlos and Moens, Marie-Francine},
  title     = {Minimizer of the reconstruction error for multi-class document categorization},
  journal   = {Expert Systems with Applications},
  year      = {2014},
  volume    = {41},
  number    = {3},
  pages     = {861--868},
  publisher = {Elsevier},
}

@InProceedings{Godbole2004,
  author       = {Godbole, Shantanu and Sarawagi, Sunita},
  title        = {Discriminative methods for multi-labeled classification},
  booktitle    = {Pacific-Asia conference on knowledge discovery and data mining},
  year         = {2004},
  pages        = {22--30},
  organization = {Springer},
}

@InProceedings{Cai2007,
  author       = {Cai, Lijuan and Hofmann, Thomas},
  title        = {Exploiting known taxonomies in learning overlapping concepts},
  booktitle    = {Proceedings of the 20th international joint conference on Artifical intelligence},
  year         = {2007},
  pages        = {714--719},
  organization = {Morgan Kaufmann Publishers Inc.},
}

@Article{Teufel2002,
  author    = {Teufel, Simone and Moens, Marc},
  title     = {Summarizing scientific articles: experiments with relevance and rhetorical status},
  journal   = {Computational linguistics},
  year      = {2002},
  volume    = {28},
  number    = {4},
  pages     = {409--445},
  publisher = {MIT Press},
}

@Article{Teufel2002a,
  author    = {Teufel, Simone and Moens, Marc},
  title     = {Summarizing scientific articles: experiments with relevance and rhetorical status},
  journal   = {Computational linguistics},
  year      = {2002},
  volume    = {28},
  number    = {4},
  pages     = {409--445},
  publisher = {MIT Press},
}

@Article{Liakata2012,
  author    = {Liakata, Maria and Saha, Shyamasree and Dobnik, Simon and Batchelor, Colin and Rebholz-Schuhmann, Dietrich},
  title     = {Automatic recognition of conceptualization zones in scientific articles and two life science applications},
  journal   = {Bioinformatics},
  year      = {2012},
  volume    = {28},
  number    = {7},
  pages     = {991--1000},
  publisher = {Oxford University Press},
}

@InProceedings{Teufel2009,
  author       = {Teufel, Simone and Siddharthan, Advaith and Batchelor, Colin},
  title        = {Towards discipline-independent argumentative zoning: evidence from chemistry and computational linguistics},
  booktitle    = {Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3-Volume 3},
  year         = {2009},
  pages        = {1493--1502},
  organization = {Association for Computational Linguistics},
}

@Article{Mizuta2006,
  author    = {Mizuta, Yoko and Korhonen, Anna and Mullen, Tony and Collier, Nigel},
  title     = {Zone analysis in biology articles as a basis for information extraction},
  journal   = {International journal of medical informatics},
  year      = {2006},
  volume    = {75},
  number    = {6},
  pages     = {468--487},
  publisher = {Elsevier},
}

@Book{Flowerdew2008,
  title     = {Corpus-based analyses of the problem-solution pattern: a phraseological approach},
  publisher = {John Benjamins Publishing},
  year      = {2008},
  author    = {Flowerdew, Lynne},
  volume    = {29},
}

@Article{Yoon2009,
  author    = {Yoon, Hyunsook},
  title     = {Corpus-Based Analyses of the Problem--Solution Pattern: A Phraseological Approach. Lynne Flowerdew. John Benjamins, Amsterdam (2008). xi+ 179 pp., US $143, ISBN: 978-90-272-2303-6},
  journal   = {English for Specific Purposes},
  year      = {2009},
  volume    = {28},
  number    = {1},
  pages     = {71--75},
  publisher = {Pergamon},
}

@Article{Scott2001,
  author        = {Scott, Mike},
  title         = {Mapping key words to problem and solution},
  journal       = {Patterns of Text: in Honour of Michael Hoey. Benjamins, Amsterdam},
  year          = {2001},
  pages         = {109--127},
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}

@Article{Li2018,
  author        = {Li, Shaobo and Hu, Jie and Cui, Yuxin and Hu, Jianjun},
  title         = {DeepPatent: patent classification with convolutional neural networks and word embedding},
  journal       = {Scientometrics},
  year          = {2018},
  volume        = {117},
  number        = {2},
  pages         = {721--744},
  __markedentry = {[jiecai:6]},
  publisher     = {Springer},
}

@InProceedings{wang2018joint,
  author    = {Wang, Guoyin and Li, Chunyuan and Wang, Wenlin and Zhang, Yizhe and Shen, Dinghan and Zhang, Xinyuan and Henao, Ricardo and Carin, Lawrence},
  title     = {Joint Embedding of Words and Labels for Text Classification},
  booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  year      = {2018},
  pages     = {2321--2331},
}

@Comment{jabref-meta: databaseType:bibtex;}
