[Corpora-List] Conf: SMM4H 2018 @ EMNLP, Brussels, Belgium, October 31, 2018

Davy Weissenbacher davy.weissenbacher at gmail.com
Tue Oct 2 18:17:55 CEST 2018


EMNLP 2018 Workshop - The Third Workshop & Shared Task on Social Media Mining for Health Applications (SMM4H 2018)


Location: EMNLP 2018, in Brussels, Belgium (October 31, 2018)

** Background **

This workshop aims to provide a forum for the ACL community members to present and discuss NLP advances specific to social media use in the particularly challenging area of health applications, following on the success of a session and accompanying Workshop on the topic that was hosted at the Pacific Symposium in Biocomputing (PSB) in 2016 and the AMIA Annual Symposium in 2017. The workshop, attracting researchers interested in automatic methods for the collection, extraction, representation, analysis, and validation of social media data for health informatics, serves as a unique forum to discuss novel approaches to text and data mining methods that are applicable to social media data and may prove invaluable for health monitoring and surveillance.

** Program **

October 31, 2018 9:00–9:10 Introduction

Graciela Gonzalez 9:10–9:30 Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018

Roland Roller, Philippe Thomas and Sven Schmeier 9:30–9:50 Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts

Maria Skeppstedt, Manfred Stede and Andreas Kerren 9:50–10:10 Identifying Depression on Reddit: The Effect of Training Data

Inna Pirina and Çağrı Çöltekin

10:30–11:00 Tea Break and Poster Session

11:00–11:20 Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018

Davy Weissenbacher, Abeed Sarker, Michael J. Paul and Graciela Gonzalez-Hernandez 11:20–11:40 Changes in Psycholinguistic Attributes of Social Media Users Before, During, and After Self-Reported Influenza Symptoms

Lucie Flekova, Vasileios Lampos and Ingemar Cox 11:40–12:00 Thumbs Up and Down: Sentiment Analysis of Medical Online Forums

Victoria Bobicev and Marina Sokolova 12:00–12:20 Identification of Emergency Blood Donation Request on Twitter

Puneet Mathur, Meghna Ayyar, Sahil Chopra, Simra Shahid, Laiba Mehnaz and Rajiv Shah 12:20–12:30 Dealing with Medication Non-Adherence Expressions in Twitter

Takeshi Onishi, Davy Weissenbacher, Ari Klein, Karen O’Connor and Graciela Gonzalez-Hernandez

12:30–14:00 Lunch

14:00–14:20 Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-

Head Self-Attention

Chuhan Wu, Fangzhao Wu, Junxin Liu, Sixing Wu, Yongfeng Huang and Xing Xie 14:20–14:40 Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention

Orest Xherija 14:40–15:00 Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection

Aditya Joshi, Xiang Dai, Sarvnaz Karimi, Ross Sparks, Cecile Paris and C Raina MacIntyre 15:00–15:10 Neural DrugNet

Nishant Nikhil and Shivansh Mundra 15:10–15:20 IRISA at SMM4H 2018: Neural Network and Bagging for Tweet Classification

Anne-Lyse Minard, Christian Raymond and Vincent Claveau 15:20–15:30 Drug-Use Identification from Tweets with Word and Character N-Grams

Çağrı Çöltekin and Taraka Rama

15:30–16:00 Tea Break and Poster Session

16:00–16:10 Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets

Segun Taofeek Aroyehun and Alexander Gelbukh 16:10–16:20 UZH at SMM4H: System Descriptions

Tilia Ellendorff, Joseph Cornelius, Heath Gordon, Nicola Colic and Fabio Rinaldi 16:20–16:30 Deep Learning for Social Media Health Text Classification

Santosh Tokala, Vaibhav Gambhir and Animesh Mukherjee 16:30–16:40 Using PPM for Health Related Text Detection

Victoria Bobicev, Victoria Lazu and Daniela Istrati 16:40–16:50 Leveraging Web Based Evidence Gathering for Drug Information Identification from Tweets

Rupsa Saha, Abir Naskar, Tirthankar Dasgupta and Lipika Dey 16:50–17:00 CLaC at SMM4H Task 1, 2, and 4

Parsa Bagherzadeh, Nadia Sheikh and Sabine Bergler

** Organizers **

Graciela Gonzalez-Hernandez, University of Pennsylvania Davy Weissenbacher, University of Pennsylvania Abeed Sarker, University of Pennsylvania Michael J Paul, University of Colorado-Boulder -------------- next part -------------- A non-text attachment was scrubbed... Name: not available Type: text/html Size: 6608 bytes Desc: not available URL: <https://mailman.uib.no/public/corpora/attachments/20181002/f901a346/attachment.txt>

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