Eliminative induction: a basis for arguing system confidence. - John B. Goodenough 002; Charles B. Weinstock; Ari Z. Klein (ICSE, 2013)

Measuring assurance case confidence using Baconian probabilities. - Charles B. Weinstock; John B. Goodenough 002; Ari Z. Klein (ASSURE@ICSE, 2013)

Detecting Personal Medication Intake in Twitter: An Annotated Corpus and Baseline Classification System. - Ari Z. Klein; Abeed Sarker; Masoud Rouhizadeh; Karen O'Connor; Graciela Gonzalez 001 (BioNLP, 2017)

A Rule-based Approach to Determining Pregnancy Timeframe from Contextual Social Media Postings. - Masoud Rouhizadeh; Arjun Magge; Ari Z. Klein; Abeed Sarker; Graciela Gonzalez 001 (DH, 2018)

Dealing with Medication Non-Adherence Expressions in Twitter. - Takeshi Onishi; Davy Weissenbacher; Ari Z. Klein; Karen O'Connor; Graciela Gonzalez-Hernandez (SMM4H@EMNLP, 2018)

Automatically Detecting Self-Reported Birth Defect Outcomes on Twitter for Large-scale Epidemiological Research. - Ari Z. Klein; Abeed Sarker; Davy Weissenbacher; Graciela Gonzalez-Hernandez (CoRR, 2018)

Social media mining for birth defects research: A rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter. - Ari Z. Klein; Abeed Sarker; Haitao Cai; Davy Weissenbacher; Graciela Gonzalez-Hernandez (J. Biomed. Informatics, 2018)

Automatically Identifying Comparator Groups on Twitter for Digital Epidemiology of Pregnancy Outcomes. - Ari Z. Klein; Abeselom Gebreyesus; Graciela Gonzalez-Hernandez (CoRR, 2019)

Towards Automatic Bot Detection in Twitter for Health-related Tasks. - Anahita Davoudi; Ari Z. Klein; Abeed Sarker; Graciela Gonzalez-Hernandez (CoRR, 2019)

Deep neural networks ensemble for detecting medication mentions in tweets. - Davy Weissenbacher; Abeed Sarker; Ari Z. Klein; Karen O'Connor; Arjun Magge; Graciela Gonzalez-Hernandez (J. Am. Medical Informatics Assoc., 2019)

An interpretable natural language processing system for written medical examination assessment. - Abeed Sarker; Ari Z. Klein; Janet Mee; Polina Harik; Graciela Gonzalez-Hernandez (J. Biomed. Informatics, 2019)

Towards scaling Twitter for digital epidemiology of birth defects. - Ari Z. Klein; Abeed Sarker; Davy Weissenbacher; Graciela Gonzalez-Hernandez (npj Digit. Medicine, 2019)

Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020. - Ari Z. Klein; Ilseyar Alimova; Ivan Flores; Arjun Magge; Zulfat Miftahutdinov; Anne-Lyse Minard; Karen O'Connor; Abeed Sarker; Elena Tutubalina; Davy Weissenbacher; Graciela Gonzalez-Hernandez (SMM4H@COLING, 2020)

Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. - Arjun Magge; Ari Z. Klein; Antonio Miranda-Escalada; Mohammed Ali Al-Garadi; Ilseyar Alimova; Zulfat Miftahutdinov; Eulàlia Farré; Salvador Lima-López; Ivan Flores; Karen O'Connor; Davy Weissenbacher; Elena Tutubalina; et al. (SMM4H@NAACL-HLT, 2021)

ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets. - Ari Z. Klein; Arjun Magge; Graciela Gonzalez-Hernandez (CoRR, 2021)

Active neural networks to detect mentions of changes to medication treatment in social media. - Davy Weissenbacher; Suyu Ge; Ari Z. Klein; Karen O'Connor; Robert Gross; Sean Hennessy; Graciela Gonzalez-Hernandez (J. Am. Medical Informatics Assoc., 2021)

Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022. - Davy Weissenbacher; Juan M. Banda; Vera Davydova; Darryl Estrada-Zavala; Luis Gascó Sánchez; Yao Ge 003; Yuting Guo; Ari Z. Klein; Martin Krallinger; Mathias Leddin; Arjun Magge; Raul Rodriguez-Esteban; et al. (SMM4H@COLING, 2022)

Overview of the 8th Social Media Mining for Health Applications (#SMM4H) shared tasks at the AMIA 2023 Annual Symposium. - Ari Z. Klein; Juan M. Banda; Yuting Guo; Ana Lucía Schmidt; Dongfang Xu; Ivan Flores Amaro; Raul Rodriguez-Esteban; Abeed Sarker; Graciela Gonzalez-Hernandez (J. Am. Medical Informatics Assoc., 2024)