Papers
Predictive Embeddings for Hate Speech Detection on Twitter
Rohan Kshirsagar, Tyrus Cukuvac, Kathy McKeown et al.
A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content
Isuru Gunasekara, Isar Nejadgholi
Hate Speech Dataset from a White Supremacy Forum
Ona de Gibert, Naiara Perez, Aitor García-Pablos et al.
Neural Character-based Composition Models for Abuse Detection
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
CLaC at SMM4H Task 1, 2, and 4
Parsa Bagherzadeh, Nadia Sheikh, Sabine Bergler
Leveraging Web Based Evidence Gathering for Drug Information Identification from Tweets
Rupsa Saha, Abir Naskar, Tirthankar Dasgupta et al.
Using PPM for Health Related Text Detection
Victoria Bobicev, Victoria Lazu, Daniela Istrati
Deep Learning for Social Media Health Text Classification
Santosh T.y.s.s, Santosh Tokala, Vaibhav Gambhir et al.
UZH@SMM4H: System Descriptions
Tilia Ellendorff, Joseph Cornelius, Heath Gordon et al.
Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets
Segun Taofeek Aroyehun, Alexander Gelbukh
Drug-Use Identification from Tweets with Word and Character N-Grams
Çağrı Çöltekin, Taraka Rama
IRISA at SMM4H 2018: Neural Network and Bagging for Tweet Classification
Anne-Lyse Minard, Christian Raymond, Vincent Claveau
Neural DrugNet
Nishant Nikhil, Shivansh Mundra
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
Aditya Joshi, Xiang Dai, Sarvnaz Karimi et al.
Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention
Chuhan Wu, Fangzhao Wu, Junxin Liu et al.
Dealing with Medication Non-Adherence Expressions in Twitter
Takeshi Onishi, Davy Weissenbacher, Ari Klein et al.
Identification of Emergency Blood Donation Request on Twitter
Puneet Mathur, Meghna Ayyar, Sahil Chopra et al.
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums
Victoria Bobicev, Marina Sokolova
Changes in Psycholinguistic Attributes of Social Media Users Before, During, and After Self-Reported Influenza Symptoms
Lucie Flekova, Vasileios Lampos, Ingemar Cox
Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018
Davy Weissenbacher, Abeed Sarker, Michael J. Paul et al.
Identifying Depression on Reddit: The Effect of Training Data
Inna Pirina, Çağrı Çöltekin
Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts
Maria Skeppstedt, Manfred Stede, Andreas Kerren
Extracting Morphophonology from Small Corpora
Marina Ermolaeva
Phonological Features for Morphological Inflection
Adam Wiemerslage, Miikka Silfverberg, Mans Hulden