📰 Social Media Mining for Health Research and Applications Workshop and Shared Tasks

📅 Works by year

Editions

Each year with works in our library has its page: the place and dates where known, its works, topics, authors and institutions.

2020s

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🌍Multilingual & cross-lingual NLP (6)English (4)🏷️Named entity recognition (3)🧠Language models & pretraining (3)🔎Information extraction (2)🧮Reasoning (2)🧵Discourse analysis (1)Semitic languages (1)

📚 Fields

🖥️Computer Science (21)🎭Arts and Humanities (13)🧬Biochemistry, Genetics and Molecular Biology (10)💭Psychology (10)💊Pharmacology, Toxicology and Pharmaceutics (4)🩺Medicine (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of BucharestBucharest · Romania2 works here🎓National Institute of Technology KarnatakaMangaluru · India1 work here🎓Vietnam National University Ho Chi Minh CityHo Chi Minh City · Vietnam1 work here🎓Cairo UniversityGiza · Egypt1 work here🎓Thapar Institute of Engineering & TechnologyPatiāla · India1 work here🎓The University of MelbourneMelbourne · Australia1 work here🎓Universidad de JaénJaén · Spain1 work here🎓Masaryk UniversityBrno · Czechia1 work here🎓University of MichiganAnn Arbor · United States1 work here🎓King Saud UniversityRiyadh · Saudi Arabia1 work here🎓Sofia University "St. Kliment Ohridski"Sofia · Bulgaria1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here

📄 Works in our library (22)

The most cited first (OpenAlex citations plus our library's).

1. blue at SMM4H-HeaRD 2026: Class-Weighted Transformer Ensembles with Structured Decoding and Chain-of-Thought Blending across Six Health NLP Shared TasksSocial Media Mining for Health Research and Applications Workshop and Shared TasksKrish Sharma, Rhea Singhal, Jatin Bedi2026 · 2 citations
2. NLP@VCU: Identifying Adverse Effects in English Tweets for Unbalanced DataSocial Media Mining for Health Research and Applications Workshop and Shared TasksDarshini Mahendran, Cora Lewis, Bridget McInnes2020 · 2 citations
3. URJC-Team at #SMM4H-HeaRD 2026: TNM Stage Extraction with a Regex-LLM WorkflowSocial Media Mining for Health Research and Applications Workshop and Shared TasksNatalia Madrueño, Jose Walter Hernández Pérez, Rubén R. Fernández, et al.2026 · 1 citation
4. MedMind AI at #SMM4H-HeaRD 2026: Data Extraction and Generation Using Prompt Engineering and Structured Outputs (Tasks 1–6)Social Media Mining for Health Research and Applications Workshop and Shared TasksAatish Pradhan, Brian M. Habersberger2026 · 1 citation
5. Parallia at #SMM4H-HeaRD 2026: ClinicalAligner26AM: A Cross-Lingual Aligner for Dataset Translation; Evidences from the MultiClinCorpus Shared TaskSocial Media Mining for Health Research and Applications Workshop and Shared TasksFrançois Remy2026 · 1 citation
6. Enigma at #SMM4H–HeaRD 2026: Leveraging Multilingual Pre-trained Models for Clinical Named Entity RecognitionSocial Media Mining for Health Research and Applications Workshop and Shared TasksSylvia Vassileva, Plamena Ilieva, Teodor Svetoslavov Kostadinov, et al.2026 · 1 citation
7. GoBlueInformatics at #SMM4H-HeaRD 2026: Long-Context Encoders and Generative Biomedical LLMs for Pathological TNM Stage PredictionSocial Media Mining for Health Research and Applications Workshop and Shared TasksShangqing Wei2026 · 1 citation
8. Discovery@FI at #SMM4H–HeaRD 2026: Ensemble Character Classifier for Multilingual Clinical NERSocial Media Mining for Health Research and Applications Workshop and Shared TasksPetr Zelina, Vit Novacek2026 · 1 citation
9. BIT@UA at #SMM4H 2024 Tasks 1 and 5: finding adverse drug events and children's medical disorders in English tweetsSocial Media Mining for Health Research and Applications Workshop and Shared TasksLuís Carlos Afonso, João Rafael Almeida, Rui Antunes, et al.2024 · 1 citation
10. HaleLab_NITK@SMM4H'24: Binary classification of English tweets reporting children's medical disordersSocial Media Mining for Health Research and Applications Workshop and Shared TasksRitik Mahajan, Sowmya S.2024 · 1 citation
11. CompLx@SMM4H'22: In-domain pretrained language models for detection of adverse drug reaction mentions in English tweetsSocial Media Mining for Health Research and Applications Workshop and Shared TasksOrest Xherija, Hojoon Choi2022 · 1 citation
12. Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic X CommunitiesSocial Media Mining for Health Research and Applications Workshop and Shared TasksAmal Abdullah Alqahtani, Rana Aref Salama, Mona T. Diab2026
13. A3S@C-DAC at #SMM4H-HeaRD 2026: Reasoning Meets Evidence: LLMs for Interpretable Insomnia Detection with Evidence Extraction in Clinical NotesSocial Media Mining for Health Research and Applications Workshop and Shared TasksAbhishek Maity, Amol Shinde, Abhishek Suresh Kushare, et al.2026
14. NoviceTrio in #SMM4H-HeaRD 2026: Hybrid Clinical Transformer Ensembles for Insomnia Detection and Evidence Extraction from Clinical NotesSocial Media Mining for Health Research and Applications Workshop and Shared TasksAbir Naskar, Mike Conway2026
15. Bhramastra at #SMM4H-HeaRD 2026: A Multi-Stage Hunter-Judge Pipeline using DSPy-Optimized LLMs for Multilingual ADE DetectionSocial Media Mining for Health Research and Applications Workshop and Shared TasksBhaarat Pachori2026
16. BioNLP at #SMM4H-HeaRD 2026 Task 3 Estimating Flu Vaccine Effectiveness: A Temporal-Aware Fine-Tuning and Similarity-Based Few-Shot Prompting ApproachSocial Media Mining for Health Research and Applications Workshop and Shared TasksIrina Patularu2026
17. SINAI at #SMM4H–HeaRD 2026: Multilingual Clinical NER with MrBERT-biomed and Optuna Hyperparameter OptimizationSocial Media Mining for Health Research and Applications Workshop and Shared TasksLucas Molino Piñar, Manuel Carlos Diaz-Galiano, María-Teresa Martín-Valdivia2026
18. NU_DeepHealthNLP at #SMM4H-HeaRD 2026: Entity-Conditioned Generation and a Four-Stage Pipeline for Automated SOAP Note GenerationSocial Media Mining for Health Research and Applications Workshop and Shared TasksThanya Mysore Santhosh, Deahan Yu2026
19. Gladiators at #SMM4H–HeaRD 2026: Multi-Seed XLM-RoBERTa Ensemble with Focal Loss and Per-Language Threshold Optimization for Multilingual Adverse Drug Event DetectionSocial Media Mining for Health Research and Applications Workshop and Shared TasksAnkit Kumar Singh2026
20. DNT at #SMM4H–HeaRD 2026: Leveraging BERT-based Encoders and LLMs for Medical Information ExtractionSocial Media Mining for Health Research and Applications Workshop and Shared TasksDoan Nhat Tien, Thìn Đặng Văn2026
21. MetaMiners at SMM4H-HeaRD 2026: A Semantic-Structural Knowledge-Enriched Ensemble for SARS-CoV-2 Metadata IdentificationSocial Media Mining for Health Research and Applications Workshop and Shared TasksClaudia-Alexandra Ursu, Alecsandru-Florin Soare2026
22. PEI at #SMM4H-HeaRD 2026: Enhancing Patient Metadata Detection via Hypothesis-Conditioned Classification and Paraphrase-Based Data AugmentationSocial Media Mining for Health Research and Applications Workshop and Shared TasksFarnaz Zeidi, Roman Christof, Farnoush Zeidi, et al.2026

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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