Arjun Magge

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 19

Top Topics

Geographic Location

Text Classification

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Davy Weissenbacher, Juan Banda, Vera Davydova, Darryl Estrada-Zavala, Luis Gascó Sánchez, Yao Ge, Yuting Guo, Ari Z. Klein, Martin Krallinger, Mathias Leddin, Arjun Magge, Raul Rodriguez-Esteban, Abeed Sarker, Lucia Schmidt, Elena Tutubalina, Graciela Gonzalez-Hernandez
Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022. SMM4H@COLING (2022)
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, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. SMM4H@NAACL-HLT (2021)
Davy Weissenbacher, Siddharth Rawal, Arjun Magge, Graciela Gonzalez-Hernandez
Addressing Extreme Imbalance for Detecting Medications Mentioned in Twitter User Timelines. AIME (2021)
Arjun Magge, Elena Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova, Anne Dirkson, Suzan Verberne, Davy Weissenbacher, Graciela Gonzalez-Hernandez
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter. J. Am. Medical Informatics Assoc. 28 (10) (2021)
Ari Z. Klein, Arjun Magge, Graciela Gonzalez-Hernandez
ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets. CoRR (2021)
Arjun Magge, Davy Weissenbacher, Karen O'Connor, Tasnia Tahsin, Graciela Gonzalez-Hernandez, Matthew Scotch
GeoBoost2: a natural languageprocessing pipeline for GenBank metadata enrichment for virus phylogeography. Bioinform. 36 (20) (2020)
Arjun Magge, Varad Pimpalkhute, Divya Rallapalli, David Siguenza, Graciela Gonzalez-Hernandez
UPennHLP at WNUT-2020 Task 2 : Transformer models for classification of COVID19 posts on Twitter. W-NUT@EMNLP (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
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020. SMM4H@COLING (2020)
Arjun Magge, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez
Comment on: "Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts". J. Am. Medical Informatics Assoc. 26 (6) (2019)
Davy Weissenbacher, Arjun Magge, Karen O'Connor, Matthew Scotch, Graciela Gonzalez-Hernandez
SemEval-2019 Task 12: Toponym Resolution in Scientific Papers. SemEval@NAACL-HLT (2019)
Davy Weissenbacher, Abeed Sarker, Arjun Magge, Ashlynn R. Daughton, Karen O'Connor, Michael J. Paul, Graciela Gonzalez-Hernandez
Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019. SMM4H@ACL (2019)
Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez
Bi-directional Recurrent Neural Network Models for Geographic Location Extraction in Biomedical Literature. PSB (2019)
Davy Weissenbacher, Abeed Sarker, Ari Z. Klein, Karen O'Connor, Arjun Magge, Graciela Gonzalez-Hernandez
Deep neural networks ensemble for detecting medication mentions in tweets. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Masoud Rouhizadeh, Arjun Magge, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez
A Rule-based Approach to Determining Pregnancy Timeframe from Contextual Social Media Postings. DH (2018)
Arjun Magge, Matthew Scotch, Graciela Gonzalez-Hernandez
Clinical NER and Relation Extraction using Bi-Char-LSTMs and Random Forest Classifiers. Medication and Adverse Drug Event Detection (2018)
Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez
Deep neural networks and distant supervision for geographic location mention extraction. Bioinform. 34 (13) (2018)
Tasnia Tahsin, Davy Weissenbacher, Karen O'Connor, Arjun Magge, Matthew Scotch, Graciela Gonzalez-Hernandez
GeoBoost: accelerating research involving the geospatial metadata of virus GenBank records. Bioinform. 34 (9) (2018)
Arjun Magge, Matthew Scotch, Graciela Gonzalez
CSaRUS-CNN at AMIA-2017 Tasks 1, 2: Under Sampled CNN for Text Classification. SMM4H@AMIA (2017)
Pramod Bharadwaj Chandrashekar, Arjun Magge, Abeed Sarker, Graciela Gonzalez
Social media mining for identification and exploration of health-related information from pregnant women. CoRR (2017)