@proceedings{smm4h-2020-social,
    title = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.0/"
}
@inproceedings{cornelius-etal-2020-covid,
    title = "{COVID}-19 {T}witter Monitor: Aggregating and Visualizing {COVID}-19 Related Trends in Social Media",
    author = "Cornelius, Joseph  and
      Ellendorff, Tilia  and
      Furrer, Lenz  and
      Rinaldi, Fabio",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.1/",
    pages = "1--10"
}
@inproceedings{dirkson-etal-2020-conversation,
    title = "Conversation-Aware Filtering of Online Patient Forum Messages",
    author = "Dirkson, Anne  and
      Verberne, Suzan  and
      Kraaij, Wessel",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.2/",
    pages = "11--18"
}
@inproceedings{romberg-etal-2020-annotating,
    title = "Annotating Patient Information Needs in Online Diabetes Forums",
    author = "Romberg, Julia  and
      Dyczmons, Jan  and
      Borgmann, Sandra Olivia  and
      Sommer, Jana  and
      Vomhof, Markus  and
      Brunoni, Cecilia  and
      Bruck-Ramisch, Ismael  and
      Enders, Luis  and
      Icks, Andrea  and
      Conrad, Stefan",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.3/",
    pages = "19--26"
}
@inproceedings{klein-etal-2020-overview,
    title = "Overview of the Fifth Social Media Mining for Health Applications ({\#}{SMM}4{H}) Shared Tasks at {COLING} 2020",
    author = "Klein, Ari  and
      Alimova, Ilseyar  and
      Flores, Ivan  and
      Magge, Arjun  and
      Miftahutdinov, Zulfat  and
      Minard, Anne-Lyse  and
      O{'}Connor, Karen  and
      Sarker, Abeed  and
      Tutubalina, Elena  and
      Weissenbacher, Davy  and
      Gonzalez-Hernandez, Graciela",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.4/",
    pages = "27--36"
}
@inproceedings{dang-etal-2020-ensemble,
    title = "Ensemble {BERT} for Classifying Medication-mentioning Tweets",
    author = {Dang, Huong  and
      Lee, Kahyun  and
      Henry, Sam  and
      Uzuner, {\"O}zlem},
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.5/",
    pages = "37--41"
}
@inproceedings{wang-etal-2020-islab,
    title = "{ISL}ab System for {SMM}4{H} Shared Task 2020",
    author = "Wang, Chen-Kai  and
      Dai, Hong-Jie  and
      Zhang, You-Chen  and
      Xu, Bo-Chun  and
      Wang, Bo-Hong  and
      Xu, You-Ning  and
      Chen, Po-Hao  and
      Lee, Chung-Hong",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.6/",
    pages = "42--45"
}
@inproceedings{gusev-etal-2020-bert,
    title = "{BERT} Implementation for Detecting Adverse Drug Effects Mentions in {R}ussian",
    author = "Gusev, Andrey  and
      Kuznetsova, Anna  and
      Polyanskaya, Anna  and
      Yatsishin, Egor",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.7/",
    pages = "46--50"
}
@inproceedings{miftahutdinov-etal-2020-kfu,
    title = "{KFU} {NLP} Team at {SMM}4{H} 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions",
    author = "Miftahutdinov, Zulfat  and
      Sakhovskiy, Andrey  and
      Tutubalina, Elena",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.8/",
    pages = "51--56"
}
@inproceedings{metzger-etal-2020-smm4h,
    title = "{SMM}4{H} Shared Task 2020 - A Hybrid Pipeline for Identifying Prescription Drug Abuse from {T}witter: Machine Learning, Deep Learning, and Post-Processing",
    author = "Metzger, Isabel  and
      Haskovic, Emir Y.  and
      Black, Allison  and
      Yi, Whitley M.  and
      Chandra, Rajat S.  and
      Rutledge, Mark T.  and
      McMahon, William  and
      Aphinyanaphongs, Yindalon",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.9/",
    pages = "57--62"
}
@inproceedings{bai-zhou-2020-automatic,
    title = "Automatic Detecting for Health-related {T}witter Data with {B}io{BERT}",
    author = "Bai, Yang  and
      Zhou, Xiaobing",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.10/",
    pages = "63--69"
}
@inproceedings{mossburger-etal-2020-exploring,
    title = "Exploring Online Depression Forums via Text Mining: A Comparison of {R}eddit and a Curated Online Forum",
    author = "Mo{\ss}burger, Luis  and
      Wende, Felix  and
      Brinkmann, Kay  and
      Schmidt, Thomas",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.11/",
    pages = "70--81"
}
@inproceedings{owen-etal-2020-towards,
    title = "Towards Preemptive Detection of Depression and Anxiety in {T}witter",
    author = "Owen, David  and
      Camacho-Collados, Jose  and
      Espinosa Anke, Luis",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.12/",
    pages = "82--89"
}
@inproceedings{vydiswaran-etal-2020-identifying,
    title = "Identifying Medication Abuse and Adverse Effects from Tweets: {U}niversity of {M}ichigan at {\#}{SMM}4{H} 2020",
    author = "Vydiswaran, V.G.Vinod  and
      Yu, Deahan  and
      Zhao, Xinyan  and
      Carr, Ermioni  and
      Martindale, Jonathan  and
      Xiao, Jingcheng  and
      Ghannam, Noha  and
      Althoen, Matteo  and
      Castellanos, Alexis  and
      Patel, Neel  and
      Vasquez, Daniel",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.13/",
    pages = "90--94"
}
@inproceedings{gattepaille-2020-far,
    title = "How Far Can We Go with Just Out-of-the-box {BERT} Models?",
    author = "Gattepaille, Lucie",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.14/",
    pages = "95--100"
}
@inproceedings{casola-lavelli-2020-fbk,
    title = "{FBK}@{SMM}4{H}2020: {R}o{BERT}a for Detecting Medications on {T}witter",
    author = "Casola, Silvia  and
      Lavelli, Alberto",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.15/",
    pages = "101--103"
}
@inproceedings{saha-etal-2020-autobots,
    title = "Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines",
    author = "Saha, Sougata  and
      Das, Souvik  and
      Khurana, Prashi  and
      Srihari, Rohini",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.16/",
    pages = "104--109"
}
@inproceedings{blinov-avetisian-2020-transformer,
    title = "Transformer Models for Drug Adverse Effects Detection from Tweets",
    author = "Blinov, Pavel  and
      Avetisian, Manvel",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.17/",
    pages = "110--112"
}
@inproceedings{khademi-etal-2020-adverse,
    title = "Adverse Drug Reaction Detection in {T}witter Using {R}o{BERT}a and Rules",
    author = "Khademi, Sedigh  and
      Delirhaghighi, Pari  and
      Burstein, Frada",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.18/",
    pages = "113--117"
}
@inproceedings{lichouri-abbas-2020-speechtrans,
    title = "{S}peech{T}rans@{SMM}4{H}{'}20: Impact of Preprocessing and N-grams on Automatic Classification of Tweets That Mention Medications",
    author = "Lichouri, Mohamed  and
      Abbas, Mourad",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.19/",
    pages = "118--120"
}
@inproceedings{kalyan-sangeetha-2020-want,
    title = "Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use {R}o{BERT}a",
    author = "Kalyan, Katikapalli Subramanyam  and
      Sangeetha, Sivanesan",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.20/",
    pages = "121--124"
}
@inproceedings{reddy-2020-detecting,
    title = "Detecting Tweets Reporting Birth Defect Pregnancy Outcome Using Two-View {CNN} {RNN} Based Architecture",
    author = "Reddy, Saichethan",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.21/",
    pages = "125--127"
}
@inproceedings{prakash-babu-eswari-2020-identification,
    title = "Identification of Medication Tweets Using Domain-specific Pre-trained Language Models",
    author = "Prakash Babu, Yandrapati  and
      Eswari, Rajagopal",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.22/",
    pages = "128--130"
}
@inproceedings{lee-etal-2020-medication,
    title = "Medication Mention Detection in Tweets Using {ELECTRA} Transformers and Decision Trees",
    author = "Lee, Lung-Hao  and
      Chen, Po-Han  and
      Kao, Hao-Chuan  and
      Hung, Ting-Chun  and
      Lee, Po-Lei  and
      Shyu, Kuo-Kai",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.23/",
    pages = "131--133"
}
@inproceedings{tanguy-etal-2020-litl,
    title = "{LITL} at {SMM}4{H}: An Old-school Feature-based Classifier for Identifying Adverse Effects in Tweets",
    author = "Tanguy, Ludovic  and
      Ho-Dac, Lydia-Mai  and
      Fabre, C{\'e}cile  and
      Bois, Roxane  and
      Haddad, Touati Mohamed Yacine  and
      Ibarboure, Claire  and
      Joyau, Marie  and
      Le moal, Fran{\c{c}}ois  and
      Moiilic, Jade  and
      Roudaut, Laura  and
      Simounet, Mathilde  and
      Stankovic, Irena  and
      Vandewaetere, Mickaela",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.24/",
    pages = "134--137"
}
@inproceedings{liza-2020-sentence,
    title = "Sentence Classification with Imbalanced Data for Health Applications",
    author = "Liza, Farhana Ferdousi",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.25/",
    pages = "138--145"
}
@inproceedings{zhao-etal-2020-hitsz,
    title = "{HITSZ}-{ICRC}: A Report for {SMM}4{H} Shared Task 2020-Automatic Classification of Medications and Adverse Effect in Tweets",
    author = "Zhao, Xiaoyu  and
      Xiong, Ying  and
      Tang, Buzhou",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.26/",
    pages = "146--149"
}
@inproceedings{mehnaz-2020-automatic,
    title = "Automatic Classification of Tweets Mentioning a Medication Using Pre-trained Sentence Encoders",
    author = "Mehnaz, Laiba",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.27/",
    pages = "150--152"
}
@inproceedings{dima-etal-2020-approaching,
    title = "Approaching {SMM}4{H} 2020 with Ensembles of {BERT} Flavours",
    author = "Dima, George-Andrei  and
      Avram, Andrei-Marius  and
      Cercel, Dumitru-Clementin",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.28/",
    pages = "153--157"
}
@inproceedings{mahendran-etal-2020-nlp,
    title = "{NLP}@{VCU}: Identifying Adverse Effects in {E}nglish Tweets for Unbalanced Data",
    author = "Mahendran, Darshini  and
      Lewis, Cora  and
      McInnes, Bridget",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.29/",
    pages = "158--160"
}
@inproceedings{gencoglu-2020-sentence,
    title = "Sentence Transformers and {B}ayesian Optimization for Adverse Drug Effect Detection from {T}witter",
    author = "Gencoglu, Oguzhan",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.30/",
    pages = "161--164"
}
@inproceedings{aduragba-etal-2020-sentence,
    title = "Sentence Contextual Encoder with {BERT} and {B}i{LSTM} for Automatic Classification with Imbalanced Medication Tweets",
    author = "Aduragba, Olanrewaju Tahir  and
      Yu, Jialin  and
      Senthilnathan, Gautham  and
      Crsitea, Alexandra",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.31/",
    pages = "165--167"
}
@inproceedings{bagherzadeh-bergler-2020-clac,
    title = "{CL}a{C} at {SMM}4{H} 2020: Birth Defect Mention Detection",
    author = "Bagherzadeh, Parsa  and
      Bergler, Sabine",
    editor = "Gonzalez-Hernandez, Graciela  and
      Klein, Ari Z.  and
      Flores, Ivan  and
      Weissenbacher, Davy  and
      Magge, Arjun  and
      O'Connor, Karen  and
      Sarker, Abeed  and
      Minard, Anne-Lyse  and
      Tutubalina, Elena  and
      Miftahutdinov, Zulfat  and
      Alimova, Ilseyar",
    booktitle = "Proceedings of the Fifth Social Media Mining for Health Applications Workshop {\&} Shared Task",
    month = dec,
    year = "2020",
    address = "Barcelona, Spain (Online)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.smm4h-1.32/",
    pages = "168--170"
}