@proceedings{ws-2015-bionlp,
    title = "Proceedings of {B}io{NLP} 15",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3800/"
}
@inproceedings{allen-etal-2015-complex,
    title = "Complex Event Extraction using {DRUM}",
    author = "Allen, James  and
      de Beaumont, Will  and
      Galescu, Lucian  and
      Teng, Choh Man",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3801/",
    doi = "10.18653/v1/W15-3801",
    pages = "1--11"
}
@inproceedings{roller-stevenson-2015-making,
    title = "Making the most of limited training data using distant supervision",
    author = "Roller, Roland  and
      Stevenson, Mark",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3802/",
    doi = "10.18653/v1/W15-3802",
    pages = "12--20"
}
@inproceedings{peng-etal-2015-extended,
    title = "An extended dependency graph for relation extraction in biomedical texts",
    author = "Peng, Yifan  and
      Gupta, Samir  and
      Wu, Cathy H.  and
      Vijay-Shanker, K.",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3803/",
    doi = "10.18653/v1/W15-3803",
    pages = "21--30"
}
@inproceedings{zerva-ananiadou-2015-event,
    title = "Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora",
    author = "Zerva, Chrysoula  and
      Ananiadou, Sophia",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3804/",
    doi = "10.18653/v1/W15-3804",
    pages = "31--41"
}
@inproceedings{spranger-etal-2015-extracting,
    title = "Extracting Biological Pathway Models From {NLP} Event Representations",
    author = "Spranger, Michael  and
      Palaniappan, Sucheendra  and
      Ghosh, Samik",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3805/",
    doi = "10.18653/v1/W15-3805",
    pages = "42--51"
}
@inproceedings{nallapati-florian-2015-shallow,
    title = "Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding",
    author = "Nallapati, Ramesh  and
      Florian, Radu",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3806/",
    doi = "10.18653/v1/W15-3806",
    pages = "52--60"
}
@inproceedings{kim-riloff-2015-stacked,
    title = "Stacked Generalization for Medical Concept Extraction from Clinical Notes",
    author = "Kim, Youngjun  and
      Riloff, Ellen",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3807/",
    doi = "10.18653/v1/W15-3807",
    pages = "61--70"
}
@inproceedings{hassan-etal-2015-extracting,
    title = "Extracting Disease-Symptom Relationships by Learning Syntactic Patterns from Dependency Graphs",
    author = "Hassan, Mohsen  and
      Makkaoui, Olfa  and
      Coulet, Adrien  and
      Toussaint, Yannick",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3808/",
    doi = "10.18653/v1/W15-3808",
    pages = "71--80"
}
@inproceedings{miller-etal-2015-extracting,
    title = "Extracting Time Expressions from Clinical Text",
    author = "Miller, Timothy  and
      Bethard, Steven  and
      Dligach, Dmitriy  and
      Lin, Chen  and
      Savova, Guergana",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3809/",
    doi = "10.18653/v1/W15-3809",
    pages = "81--91"
}
@inproceedings{liu-etal-2015-exploiting,
    title = "Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion",
    author = "Liu, Yue  and
      Ge, Tao  and
      Mathews, Kusum  and
      Ji, Heng  and
      McGuinness, Deborah",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3810/",
    doi = "10.18653/v1/W15-3810",
    pages = "92--97"
}
@inproceedings{siu-weikum-2015-semantic,
    title = "Semantic Type Classification of Common Words in Biomedical Noun Phrases",
    author = "Siu, Amy  and
      Weikum, Gerhard",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3811/",
    doi = "10.18653/v1/W15-3811",
    pages = "98--103"
}
@inproceedings{jin-etal-2015-comagd,
    title = "{C}o{MAGD}: Annotation of Gene-Depression Relations",
    author = "Jin, Rize  and
      You, Jinseon  and
      Chung, Jin-Woo  and
      Lee, Hee-Jin  and
      Wolters, Maria  and
      Park, Jong",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3812/",
    doi = "10.18653/v1/W15-3812",
    pages = "104--113"
}
@inproceedings{ju-etal-2015-lexical,
    title = "Lexical Characteristics Analysis of {C}hinese Clinical Documents",
    author = "Ju, Meizhi  and
      Li, Haomin  and
      Duan, Huilong",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3813/",
    doi = "10.18653/v1/W15-3813",
    pages = "114--120"
}
@inproceedings{li-etal-2015-using-word,
    title = "Using word embedding for bio-event extraction",
    author = "Li, Chen  and
      Song, Runqing  and
      Liakata, Maria  and
      Vlachos, Andreas  and
      Seneff, Stephanie  and
      Zhang, Xiangrong",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3814/",
    doi = "10.18653/v1/W15-3814",
    pages = "121--126"
}
@inproceedings{severance-cohen-2015-measuring,
    title = "Measuring the readability of medical research journal abstracts",
    author = "Severance, Samuel J.  and
      Cohen, K. Bretonnel",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3815/",
    doi = "10.18653/v1/W15-3815",
    pages = "127--133"
}
@inproceedings{liu-cai-2015-translating,
    title = "Translating Electronic Health Record Notes from {E}nglish to {S}panish: A Preliminary Study",
    author = "Liu, Weisong  and
      Cai, Shu",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3816/",
    doi = "10.18653/v1/W15-3816",
    pages = "134--140"
}
@inproceedings{alamri-stevenson-2015-automatic,
    title = "Automatic Detection of Answers to Research Questions from {M}edline Abstracts",
    author = "Alamri, Abdulaziz  and
      Stevenson, Mark",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3817/",
    doi = "10.18653/v1/W15-3817",
    pages = "141--146"
}
@inproceedings{jonnagaddala-etal-2015-preliminary,
    title = "A preliminary study on automatic identification of patient smoking status in unstructured electronic health records",
    author = "Jonnagaddala, Jitendra  and
      Dai, Hong-Jie  and
      Ray, Pradeep  and
      Liaw, Siaw-Teng",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3818/",
    doi = "10.18653/v1/W15-3818",
    pages = "147--151"
}
@inproceedings{siklosi-novak-2015-restoring,
    title = "Restoring the intended structure of {H}ungarian ophthalmology documents",
    author = "Sikl{\'o}si, Borb{\'a}la  and
      Nov{\'a}k, Attila",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3819/",
    doi = "10.18653/v1/W15-3819",
    pages = "152--157"
}
@inproceedings{th-etal-2015-evaluating,
    title = "Evaluating distributed word representations for capturing semantics of biomedical concepts",
    author = "TH, Muneeb  and
      Sahu, Sunil  and
      Anand, Ashish",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3820/",
    doi = "10.18653/v1/W15-3820",
    pages = "158--163"
}
@inproceedings{jimeno-yepes-etal-2015-investigating,
    title = "Investigating Public Health Surveillance using {T}witter",
    author = "Jimeno Yepes, Antonio  and
      MacKinlay, Andrew  and
      Han, Bo",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3821/",
    doi = "10.18653/v1/W15-3821",
    pages = "164--170"
}
@inproceedings{wu-etal-2015-clinical,
    title = "Clinical Abbreviation Disambiguation Using Neural Word Embeddings",
    author = "Wu, Yonghui  and
      Xu, Jun  and
      Zhang, Yaoyun  and
      Xu, Hua",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3822/",
    doi = "10.18653/v1/W15-3822",
    pages = "171--176"
}
@inproceedings{hong-etal-2015-representing,
    title = "Representing Clinical Diagnostic Criteria in Quality Data Model Using Natural Language Processing",
    author = "Hong, Na  and
      Li, Dingcheng  and
      Yu, Yue  and
      Liu, Hongfang  and
      Chute, Christopher G.  and
      Jiang, Guoqian",
    editor = "Cohen, Kevin Bretonnel  and
      Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Tsujii, Jun-ichi",
    booktitle = "Proceedings of {B}io{NLP} 15",
    month = jul,
    year = "2015",
    address = "Beijing, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W15-3823/",
    doi = "10.18653/v1/W15-3823",
    pages = "177--182"
}