Social Media Mining for Health Applications (#SMM4H) Workshop and Shared Task 2021

Click here for the #SMM4H ’20 Workshop and here for #SMM4H ’21 Shared Task.

The Social Media Mining for Health Applications (#SMM4H) workshop serves as a venue for bringing together researchers interested in automatic methods for the collection, extraction, representation, analysis, and validation of social media data (e.g., Twitter, Facebook) for health informatics. The 6th #SMM4H Workshop, co-located at NAACL 2021, invites the submission of papers on original, unpublished research in all aspects at the intersection of social media mining and health. Topics of interest include, but are not limited to:

  • Methods for the automatic detection and extraction of health-related concept mentions in social media
  • Mapping of health-related mentions in social media to standardized vocabularies
  • Deriving health-related trends from social media
  • Information retrieval methods for obtaining relevant social media data
  • Geographic or demographic data inference from social media discourse
  • Virus spread monitoring using social media
  • Mining health-related discussions in social media
  • Drug abuse and alcoholism incidence monitoring through social media
  • Disease incidence studies using social media
  • Sentinel event detection using social media
  • Semantic methods in social media analysis
  • Classifying health-related messages in social media
  • Automatic analysis of social media messages for disease surveillance and patient education
  • Methods for validation of social media-derived hypotheses and datasets

Important Dates

Workshop papers due Mar 15
Acceptance notification Apr 1 
Camera ready paperApr 12 
* All deadlines are 11:59 PM UTC (“anywhere on Earth”).

Paper Submission and Presentation Information

Paper submissions may consist of up to 4 pages, plus unlimited references, and must describe completed, original, and unpublished work. Papers may make small, focused contributions, but the work must be completed; we will not accept papers describing work-in-progress. We also will not accept papers that overlap significantly with papers that have been or will be published elsewhere, or are currently under consideration for other venues. All accepted papers are required to be presented orally or as a poster, as determined by the program committee, in order to be included in the workshop proceedings. At least one author of each accepted paper must register for #SMM4H 2021 to present. All paper submissions must follow the NAACL-HLT 2021 guidelines and be submitted as a PDF using the Softconf START Conference Manager

Organizers

Graciela Gonzalez-Hernandez, University of Pennsylvania, USA
Arjun Magge, University of Pennsylvania, USA
Davy Weissenbacher, University of Pennsylvania, USA
Ari Z. Klein, University of Pennsylvania, USA
Karen O’Connor, University of Pennsylvania, USA
Abeed Sarker, Emory University, USA
Mohammed Ali Al-Garadi, Emory University, USA
Elena Tutubalina, Kazan Federal University, Russia
Zulfat Miftahutdinov, Kazan Federal University, Russia
Ilsear Alimova, Kazan Federal University, Russia
Martin Krallinger, Barcelona Supercomputing Center, Spain
Juan Banda, Georgia State University, USA

Program Committee

Olivier Bodenreider, US National Library of Medicine, USA
Kevin Cohen, University of Colorado School of Medicine, USA
Robert Leaman, US National Library of Medicine, USA
Diego Molla, Macquarie University, Australia
Zhiyong Lu, US National Library of Medicine, USA
Azadeh Nikfarjam, Apple, USA
Thierry Poibeau, French National Center for Scientific Research, France
Kirk Roberts, University of Texas Health Science Center at Houston, USA
Yutaka Sasaki, Toyota Technological Institute, Japan
H. Andrew Schwartz, Stony Brook University, USA
Nicolas Turenne, French National Institute for Agricultural Research, France
Karin Verspoor, University of Melbourne, Australia
Pierre Zweigenbaum, French National Center for Scientific Research, France

Contact Information

Arjun Magge (Arjun.Magge@pennmedicine.upenn.edu)