@proceedings{emnlp-2018-59,
    title = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5900/"
}
@inproceedings{roller-etal-2018-football,
    title = "Football and Beer - a Social Media Analysis on {T}witter in Context of the {FIFA} Football World Cup 2018",
    author = "Roller, Roland  and
      Thomas, Philippe  and
      Schmeier, Sven",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5901/",
    doi = "10.18653/v1/W18-5901",
    pages = "1--4"
}
@inproceedings{skeppstedt-etal-2018-stance,
    title = "Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts",
    author = "Skeppstedt, Maria  and
      Stede, Manfred  and
      Kerren, Andreas",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5902/",
    doi = "10.18653/v1/W18-5902",
    pages = "5--8"
}
@inproceedings{pirina-coltekin-2018-identifying,
    title = "Identifying Depression on {R}eddit: The Effect of Training Data",
    author = {Pirina, Inna  and
      {\c{C}}{\"o}ltekin, {\c{C}}a{\u{g}}r{\i}},
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5903/",
    doi = "10.18653/v1/W18-5903",
    pages = "9--12"
}
@inproceedings{weissenbacher-etal-2018-overview,
    title = "Overview of the Third Social Media Mining for Health ({SMM}4{H}) Shared Tasks at {EMNLP} 2018",
    author = "Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael J.  and
      Gonzalez-Hernandez, Graciela",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5904/",
    doi = "10.18653/v1/W18-5904",
    pages = "13--16"
}
@inproceedings{flekova-etal-2018-changes,
    title = "Changes in Psycholinguistic Attributes of Social Media Users Before, During, and After Self-Reported Influenza Symptoms",
    author = "Flekova, Lucie  and
      Lampos, Vasileios  and
      Cox, Ingemar",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5905/",
    doi = "10.18653/v1/W18-5905",
    pages = "17--21"
}
@inproceedings{bobicev-sokolova-2018-thumbs,
    title = "Thumbs Up and Down: Sentiment Analysis of Medical Online Forums",
    author = "Bobicev, Victoria  and
      Sokolova, Marina",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5906/",
    doi = "10.18653/v1/W18-5906",
    pages = "22--26"
}
@inproceedings{mathur-etal-2018-identification,
    title = "Identification of Emergency Blood Donation Request on {T}witter",
    author = "Mathur, Puneet  and
      Ayyar, Meghna  and
      Chopra, Sahil  and
      Shahid, Simra  and
      Mehnaz, Laiba  and
      Shah, Rajiv",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5907/",
    doi = "10.18653/v1/W18-5907",
    pages = "27--31"
}
@inproceedings{onishi-etal-2018-dealing,
    title = "Dealing with Medication Non-Adherence Expressions in {T}witter",
    author = "Onishi, Takeshi  and
      Weissenbacher, Davy  and
      Klein, Ari  and
      O{'}Connor, Karen  and
      Gonzalez-Hernandez, Graciela",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5908/",
    doi = "10.18653/v1/W18-5908",
    pages = "32--33"
}
@inproceedings{wu-etal-2018-detecting,
    title = "Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention",
    author = "Wu, Chuhan  and
      Wu, Fangzhao  and
      Liu, Junxin  and
      Wu, Sixing  and
      Huang, Yongfeng  and
      Xie, Xing",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5909/",
    doi = "10.18653/v1/W18-5909",
    pages = "34--37"
}
@inproceedings{xherija-2018-classification,
    title = "Classification of Medication-Related Tweets Using Stacked Bidirectional {LSTM}s with Context-Aware Attention",
    author = "Xherija, Orest",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5910/",
    doi = "10.18653/v1/W18-5910",
    pages = "38--42"
}
@inproceedings{joshi-etal-2018-shot,
    title = "Shot Or Not: Comparison of {NLP} Approaches for Vaccination Behaviour Detection",
    author = "Joshi, Aditya  and
      Dai, Xiang  and
      Karimi, Sarvnaz  and
      Sparks, Ross  and
      Paris, C{\'e}cile  and
      MacIntyre, C Raina",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5911/",
    doi = "10.18653/v1/W18-5911",
    pages = "43--47"
}
@inproceedings{nikhil-mundra-2018-neural,
    title = "Neural {D}rug{N}et",
    author = "Nikhil, Nishant  and
      Mundra, Shivansh",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5912/",
    doi = "10.18653/v1/W18-5912",
    pages = "48--49"
}
@inproceedings{minard-etal-2018-irisa,
    title = "{IRISA} at {SMM}4{H} 2018: Neural Network and Bagging for Tweet Classification",
    author = "Minard, Anne-Lyse  and
      Raymond, Christian  and
      Claveau, Vincent",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5913/",
    doi = "10.18653/v1/W18-5913",
    pages = "50--51"
}
@inproceedings{coltekin-rama-2018-drug,
    title = "Drug-Use Identification from Tweets with Word and Character N-Grams",
    author = {{\c{C}}{\"o}ltekin, {\c{C}}a{\u{g}}r{\i}  and
      Rama, Taraka},
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5914/",
    doi = "10.18653/v1/W18-5914",
    pages = "52--53"
}
@inproceedings{aroyehun-gelbukh-2018-automatic,
    title = "Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets",
    author = "Aroyehun, Segun Taofeek  and
      Gelbukh, Alexander",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5915/",
    doi = "10.18653/v1/W18-5915",
    pages = "54--55"
}
@inproceedings{ellendorff-etal-2018-uzh,
    title = "{UZH}@{SMM}4{H}: System Descriptions",
    author = "Ellendorff, Tilia  and
      Cornelius, Joseph  and
      Gordon, Heath  and
      Colic, Nicola  and
      Rinaldi, Fabio",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5916/",
    doi = "10.18653/v1/W18-5916",
    pages = "56--60"
}
@inproceedings{tokala-etal-2018-deep,
    title = "Deep Learning for Social Media Health Text Classification",
    author = "T.y.s.s, Santosh  and
      Tokala, Santosh  and
      Gambhir, Vaibhav  and
      Mukherjee, Animesh",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5917/",
    doi = "10.18653/v1/W18-5917",
    pages = "61--64"
}
@inproceedings{bobicev-etal-2018-using,
    title = "Using {PPM} for Health Related Text Detection",
    author = "Bobicev, Victoria  and
      Lazu, Victoria  and
      Istrati, Daniela",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5918/",
    doi = "10.18653/v1/W18-5918",
    pages = "65--66"
}
@inproceedings{saha-etal-2018-leveraging,
    title = "Leveraging Web Based Evidence Gathering for Drug Information Identification from Tweets",
    author = "Saha, Rupsa  and
      Naskar, Abir  and
      Dasgupta, Tirthankar  and
      Dey, Lipika",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5919/",
    doi = "10.18653/v1/W18-5919",
    pages = "67--69"
}
@inproceedings{bagherzadeh-etal-2018-clac,
    title = "{CL}a{C} at {SMM}4{H} Task 1, 2, and 4",
    author = "Bagherzadeh, Parsa  and
      Sheikh, Nadia  and
      Bergler, Sabine",
    editor = "Gonzalez-Hernandez, Graciela  and
      Weissenbacher, Davy  and
      Sarker, Abeed  and
      Paul, Michael",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {SMM}4{H}: The 3rd Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = oct,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/W18-5920/",
    doi = "10.18653/v1/W18-5920",
    pages = "70--73"
}