@proceedings{smm4h-1-2024,
    title = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.0/"
}
@inproceedings{ta-etal-2024-thangdlu,
    title = "{T}hang{DLU} at {\#}{SMM}4{H} 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents",
    author = "Ta, Thang  and
      Rahman, Abu  and
      Najjar, Lotfollah  and
      Gelbukh, Alexander",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.1/",
    pages = "1--4"
}
@inproceedings{fan-etal-2024-ctyun-ai,
    title = "{CTYUN}-{AI}@{SMM}4{H}-2024: Knowledge Extension Makes Expert Models",
    author = "Fan, Yuming  and
      Yang, Dongming  and
      Cao, Lina",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.2/",
    pages = "5--9"
}
@inproceedings{wasi-rahman-2024-dilab,
    title = "{DILAB} at {\#}{SMM}4{H} 2024: {R}o{BERT}a Ensemble for Identifying Children{'}s Medical Disorders in {E}nglish Tweets",
    author = "Wasi, Azmine Toushik  and
      Rahman, Sheikh",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.3/",
    pages = "10--12"
}
@inproceedings{rahman-wasi-2024-dilab,
    title = "{DILAB} at {\#}{SMM}4{H} 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on {R}eddit Data",
    author = "Rahman, Sheikh  and
      Wasi, Azmine Toushik",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.4/",
    pages = "13--16"
}
@inproceedings{tortoreto-mousavi-2024-dolomites,
    title = "Dolomites@{\#}{SMM}4{H} 2024: Helping {LLM}s ``Know The Drill'' in Low-Resource Settings - A Study on Social Media Posts",
    author = "Tortoreto, Giuliano  and
      Mousavi, Seyed Mahed",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.5/",
    pages = "17--22"
}
@inproceedings{mukans-barzdins-2024-riga,
    title = "{RIGA} at {SMM}4{H}-2024 Task 1: Enhancing {ADE} discovery with {GPT}-4",
    author = "Mukans, Eduards  and
      Barzdins, Guntis",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.6/",
    pages = "23--27"
}
@inproceedings{mia-etal-2024-golden,
    title = "{G}olden{\_}{D}uck at {\#}{SMM}4{H} 2024: A Transformer-based Approach to Social Media Text Classification",
    author = "Mia, Md Ayon  and
      Yahan, Mahshar  and
      Murad, Hasan  and
      Khan, Muhammad",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.7/",
    pages = "28--31"
}
@inproceedings{li-etal-2024-srcb,
    title = "{SRCB} at {\#}{SMM}4{H} 2024: Making Full Use of {LLM}-based Data Augmentation in Adverse Drug Event Extraction and Normalization",
    author = "Li, Hongyu  and
      Zhang, Yuming  and
      Zhang, Yongwei  and
      Jiang, Shanshan  and
      Dong, Bin",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.8/",
    pages = "32--37"
}
@inproceedings{athukoralage-etal-2024-lt4sg,
    title = "{LT}4{SG}@{SMM}4{H}{'}24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models",
    author = "Athukoralage, Dasun  and
      Atapattu, Thushari  and
      Thilakaratne, Menasha  and
      Falkner, Katrina",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.9/",
    pages = "38--41"
}
@inproceedings{yamagishi-nakamura-2024-utrad,
    title = "{UTR}ad-{NLP} at {\#}{SMM}4{H} 2024: Why {LLM}-Generated Texts Fail to Improve Text Classification Models",
    author = "Yamagishi, Yosuke  and
      Nakamura, Yuta",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.10/",
    pages = "42--47"
}
@inproceedings{ke-etal-2024-hbut,
    title = "{HBUT} at {\#}{SMM}4{H} 2024 Task1: Extraction and Normalization of Adverse Drug Events with a Large Language Model",
    author = "Ke, Yuanzhi  and
      Jin, Hanbo  and
      Wu, Xinyun  and
      Xiong, Caiquan",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.11/",
    pages = "48--54"
}
@inproceedings{dey-etal-2024-smm4h,
    title = "{SMM}4{H} 2024: 5 Fold Cross Validation for Classification of tweets reporting children{'}s disorders",
    author = "Dey, Lipika  and
      Naik, B  and
      Poojita, Oppangi  and
      Pothireddi, Kovidh",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.12/",
    pages = "55--57"
}
@inproceedings{ke-etal-2024-hbut-smm4h,
    title = "{HBUT} at {\#}{SMM}4{H} 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model",
    author = "Ke, Yuanzhi  and
      Yin, Zhangju  and
      Wu, Xinyun  and
      Xiong, Caiquan",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.13/",
    pages = "58--62"
}
@inproceedings{hecht-etal-2024-pcic,
    title = "{PCIC} at {SMM}4{H} 2024: Enhancing {R}eddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions",
    author = "Hecht, Leon  and
      Pozos, Victor  and
      Gomez Adorno, Helena  and
      Fuentes-Pineda, Gibran  and
      Sierra, Gerardo  and
      Bel-Enguix, Gemma",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.14/",
    pages = "63--66"
}
@inproceedings{singhal-bedi-2024-transformers-smm4h,
    title = "Transformers at {\#}{SMM}4{H} 2024: Identification of Tweets Reporting Children{'}s Medical Disorders And Effects of Outdoor Spaces on Social Anxiety Symptoms on {R}eddit Using {R}o{BERT}a",
    author = "Singhal, Kriti  and
      Bedi, Jatin",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.15/",
    pages = "67--70"
}
@inproceedings{khademi-etal-2024-enhancing,
    title = "Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers",
    author = "Khademi, Sedigh  and
      Palmer, Christopher  and
      Javed, Muhammad  and
      Buttery, Jim  and
      Dimaguila, Gerardo",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.16/",
    pages = "71--73"
}
@inproceedings{yu-etal-2024-polyucbs,
    title = "{P}olyu{CBS} at {SMM}4{H} 2024: {LLM}-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation",
    author = "Yu, Zhai  and
      Bao, Xiaoyi  and
      Chersoni, Emmanuele  and
      Portelli, Beatrice  and
      Lee, Sophia  and
      Gu, Jinghang  and
      Huang, Chu-Ren",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.17/",
    pages = "74--78"
}
@inproceedings{abburi-etal-2024-deloitte,
    title = "Deloitte at {\#}{SMM}4{H} 2024: Can {GPT}-4 Detect {COVID}-19 Tweets Annotated by Itself?",
    author = "Abburi, Harika  and
      Pudota, Nirmala  and
      Veeramani, Balaji  and
      Bowen, Edward  and
      Bhattacharya, Sanmitra",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.18/",
    pages = "79--82"
}
@inproceedings{wuehrl-etal-2024-ims,
    title = "{IMS}{\_}medic{ALY} at {\#}{SMM}4{H} 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling",
    author = "Wuehrl, Amelie  and
      Greschner, Lynn  and
      Menchaca Resendiz, Yarik  and
      Klinger, Roman",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.19/",
    pages = "83--87"
}
@inproceedings{kadiyala-rao-2024-1024m,
    title = "1024m at {SMM}4{H} 2024: Tasks 3, 5 {\&} 6 - Self Reported Health Text Classification through Ensembles",
    author = "Kadiyala, Ram  and
      Rao, M.v.p.",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.20/",
    pages = "88--94"
}
@inproceedings{alhamed-etal-2024-experimenting,
    title = "Experimenting with Transformer-based and Large Language Models for Classifying Effects of Outdoor Spaces on Social Anxiety in Social Media Data",
    author = "Alhamed, Falwah  and
      Ive, Julia  and
      Specia, Lucia",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.21/",
    pages = "95--97"
}
@inproceedings{elliott-elliott-2024-interrupt,
    title = "interrupt-driven@{SMM}4{H}{'}24: Relevance-weighted Sentiment Analysis of {R}eddit Posts",
    author = "Elliott, Jessica  and
      Elliott, Roland",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.22/",
    pages = "98--100"
}
@inproceedings{sankar-etal-2024-iitroorkee,
    title = "{IITR}oorkee@{SMM}4{H} 2024 Cross-Platform Age Detection in {T}witter and {R}eddit Using Transformer-Based Model",
    author = "Sankar, Thadavarthi  and
      Suraj, Dudekula  and
      Reddy, Mallamgari  and
      Toshniwal, Durga  and
      Agarwal, Amit",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.23/",
    pages = "101--105"
}
@inproceedings{singh-etal-2024-smm4h24,
    title = "{SMM}4{H}{'}24 Task6 : Extracting Self-Reported Age with {LLM} and {BERT}weet: Fine-Grained Approaches for Social Media Text",
    author = "Singh, Jaskaran  and
      Bedi, Jatin  and
      Kaur, Maninder",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.24/",
    pages = "106--109"
}
@inproceedings{el-sayed-etal-2024-aast,
    title = "{AAST}-{NLP}@{\#}{SMM}4{H}{'}24: Finetuning Language Models for Exact Age Classification and Effect of Outdoor Spaces on Social Anxiety",
    author = "El-Sayed, Ahmed  and
      Nasr, Omar  and
      Tawfik, Noha",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.25/",
    pages = "110--113"
}
@inproceedings{dahiya-bagga-2024-cogai,
    title = "{C}og{AI}@{SMM}4{H} 2024: Leveraging {BERT}-based Ensemble Models for Classifying Tweets on Developmental Disorders",
    author = "Dahiya, Liza  and
      Bagga, Rachit",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.26/",
    pages = "114--116"
}
@inproceedings{davis-etal-2024-ade,
    title = "{ADE} Oracle at {\#}{SMM}4{H} 2024: A Two-Stage {NLP} System for Extracting and Normalizing Adverse Drug Events from Tweets",
    author = {Davis, Andrew  and
      Dickson, Billy  and
      K{\"u}bler, Sandra},
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.27/",
    pages = "117--120"
}
@inproceedings{chaudhary-etal-2024-brainstorm,
    title = "{B}rain{S}torm @ i{REL} at {\#}{SMM}4{H} 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets",
    author = "Chaudhary, Manav  and
      Gupta, Harshit  and
      Varma, Vasudeva",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.28/",
    pages = "121--123"
}
@inproceedings{obeidat-etal-2024-ukynlp,
    title = "{UKYNLP}@{SMM}4{H}2024: Language Model Methods for Health Entity Tagging and Classification on Social Media (Tasks 4 {\&} 5)",
    author = "Obeidat, Motasem  and
      Ekanayake, Vinu  and
      Nahian, Md Sultan Al  and
      Kavuluru, Ramakanth",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.29/",
    pages = "124--129"
}
@inproceedings{zheng-etal-2024-lhs712,
    title = "{LHS}712{\_}{ADEN}ot{G}ood at {\#}{SMM}4{H} 2024 Task 1: Deep-{LLMADE}miner: A deep learning and {LLM} pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on {T}witter",
    author = "Zheng, Yifan  and
      Gong, Jun  and
      Ren, Shushun  and
      Simancek, Dalton  and
      Vydiswaran, V.G.Vinod",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.30/",
    pages = "130--132"
}
@inproceedings{mahajan-s-2024-halelab,
    title = "{H}ale{L}ab{\_}{NITK}@{SMM}4{H}{'}24: Binary classification of {E}nglish tweets reporting children{'}s medical disorders",
    author = "Mahajan, Ritik  and
      S., Sowmya",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.31/",
    pages = "133--135"
}
@inproceedings{gupta-2024-team,
    title = "Team Yseop at {\#}{SMM}4{H} 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction",
    author = "Gupta, Anubhav",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.32/",
    pages = "136--141"
}
@inproceedings{francis-moens-2024-kul,
    title = "{KUL}@{SMM}4{H}2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies",
    author = "Francis, Sumam  and
      Moens, Marie-Francine",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.33/",
    pages = "142--145"
}
@inproceedings{fraga-etal-2024-lhs712nv,
    title = "{LHS}712{NV} at {\#}{SMM}4{H} 2024 Task 4: Using {BERT} to classify {R}eddit posts on non-medical substance use",
    author = "Fraga, Valeria  and
      Nair, Neha  and
      Simancek, Dalton  and
      Vydiswaran, V.G.Vinod",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.34/",
    pages = "146--148"
}
@inproceedings{yusuf-etal-2024-712fortask7,
    title = "712for{T}ask7 at {\#}{SMM}4{H} 2024 Task 7: Classifying {S}panish Tweets Annotated by Humans versus Machines with {BETO} Models",
    author = "Yusuf, Hafizh  and
      Belmonte, David  and
      Simancek, Dalton  and
      Vydiswaran, V.G.Vinod",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.35/",
    pages = "149--152"
}
@inproceedings{berkowitz-etal-2024-tlab,
    title = "{TL}ab at {\#}{SMM}4{H} 2024: Retrieval-Augmented Generation for {ADE} Extraction and Normalization",
    author = "Berkowitz, Jacob  and
      Srinivasan, Apoorva  and
      Acitores Cortina, Jose Miguel  and
      Tatonetti, Nicholas P",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.36/",
    pages = "153--157"
}
@inproceedings{afonso-etal-2024-bit,
    title = "{BIT}@{UA} at {\#}{SMM}4{H} 2024 Tasks 1 and 5: finding adverse drug events and children{'}s medical disorders in {E}nglish tweets",
    author = "Afonso, Lu{\'i}s Carlos  and
      Almeida, Jo{\~a}o Rafael  and
      Antunes, Rui  and
      Oliveira, Jos{\'e} Lu{\'i}s",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.37/",
    pages = "158--162"
}
@inproceedings{jana-etal-2024-force,
    title = "{FORCE}: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News",
    author = "Jana, Sudeshna  and
      Sinha, Manjira  and
      Dasgupta, Tirthankar",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.38/",
    pages = "163--169"
}
@inproceedings{raithel-etal-2024-overview,
    title = "Overview of {\#}{SMM}4{H} 2024 {--} Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in {F}rench, {G}erman, and {J}apanese",
    author = {Raithel, Lisa  and
      Thomas, Philippe  and
      Verma, Bhuvanesh  and
      Roller, Roland  and
      Yeh, Hui-Syuan  and
      Yada, Shuntaro  and
      Grouin, Cyril  and
      Wakamiya, Shoko  and
      Aramaki, Eiji  and
      M{\"o}ller, Sebastian  and
      Zweigenbaum, Pierre},
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.39/",
    pages = "170--182"
}
@inproceedings{xu-etal-2024-overview-9th,
    title = "Overview of the 9th Social Media Mining for Health Applications ({\#}{SMM}4{H}) Shared Tasks at {ACL} 2024 {--} Large Language Models and Generalizability for Social Media {NLP}",
    author = "Xu, Dongfang  and
      Garcia, Guillermo  and
      Raithel, Lisa  and
      Thomas, Philippe  and
      Roller, Roland  and
      Aramaki, Eiji  and
      Wakamiya, Shoko  and
      Yada, Shuntaro  and
      Zweigenbaum, Pierre  and
      O{'}Connor, Karen  and
      Samineni, Sai  and
      Hernandez, Sophia  and
      Ge, Yao  and
      Rajwal, Swati  and
      Das, Sudeshna  and
      Sarker, Abeed  and
      Klein, Ari  and
      Schmidt, Ana  and
      Sharma, Vishakha  and
      Rodriguez-Esteban, Raul  and
      Banda, Juan  and
      Amaro, Ivan  and
      Weissenbacher, Davy  and
      Gonzalez-Hernandez, Graciela",
    editor = "Xu, Dongfang  and
      Gonzalez-Hernandez, Graciela",
    booktitle = "Proceedings of the 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.smm4h-1.40/",
    pages = "183--195"
}