Proceedings of the Fourth Social Media Mining for Health Applications (\#SMM4H) Workshop \& Shared Task

Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop \& Shared Task

Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media

Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019

The number of users of social media continues to grow, with nearly half of adults worldwide and two-thirds of all American adults using social networking. Advances in automated data processing, machine learning and NLP p…

Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention

This paper describes our system for the first and second shared tasks of the fourth Social Media Mining for Health Applications (SMM4H) workshop. We enhance tweet representation with a language model and distinguish the …

Detecting Adverse Drug Reactions from Twitter through Domain-Specific Preprocessing and BERT Ensembling

The automation of adverse drug reaction (ADR) detection in social media would revolutionize the practice of pharmacovigilance, supporting drug regulators, the pharmaceutical industry and the general public in ensuring th…