Arjun Magge

21 papers B 1Misc 1Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2022 — conf
Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022.
SMM4H@COLING
Davy Weissenbacher, Juan M. 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, Ana Lucía Schmidt, Elena Tutubalina, Graciela Gonzalez-Hernandez
2021 B conf
Addressing Extreme Imbalance for Detecting Medications Mentioned in Twitter User Timelines.
AIME
Davy Weissenbacher, Siddharth Rawal, Arjun Magge, Graciela Gonzalez-Hernandez
2021 J jnl
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter.
J. Am. Medical Informatics Assoc.
Arjun Magge, Elena Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova, Anne Dirkson, Suzan Verberne, Davy Weissenbacher, Graciela Gonzalez-Hernandez
2021 — conf
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021.
SMM4H@NAACL-HLT
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
2021 — ed.
Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021
SMM4H@NAACL-HLT
Arjun Magge, Ari Z. Klein, Antonio Miranda-Escalada, Mohammed Ali Al-Garadi, Ilseyar Alimova, Zulfat Miftahutdinov, Eulàlia Farré-Maduell, Salvador Lima-López, Ivan Flores, Karen O'Connor, Davy Weissenbacher, Elena Tutubalina, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
2021 J jnl
ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets.
CoRR
Ari Z. Klein, Arjun Magge, Graciela Gonzalez-Hernandez
2020 J jnl
GeoBoost2: a natural languageprocessing pipeline for GenBank metadata enrichment for virus phylogeography.
Bioinform.
Arjun Magge, Davy Weissenbacher, Karen O'Connor, Tasnia Tahsin, Graciela Gonzalez-Hernandez, Matthew Scotch
2020 — conf
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020.
SMM4H@COLING
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
2020 — ed.
Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, SMM4H@COLING 2020, Barcelona, Spain (Online), December 12, 2020
SMM4H@COLING
Graciela Gonzalez-Hernandez, Ari Z. Klein, Ivan Flores, Davy Weissenbacher, Arjun Magge, Karen O'Connor, Abeed Sarker, Anne-Lyse Minard, Elena Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova
2020 — conf
UPennHLP at WNUT-2020 Task 2 : Transformer models for classification of COVID19 posts on Twitter.
W-NUT@EMNLP
Arjun Magge, Varad Pimpalkhute, Divya Rallapalli, David Siguenza, Graciela Gonzalez-Hernandez
2019 Misc conf
Bi-directional Recurrent Neural Network Models for Geographic Location Extraction in Biomedical Literature.
PSB
Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez
2019 J jnl
Comment on: "Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts".
J. Am. Medical Informatics Assoc.
Arjun Magge, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez
2019 J jnl
Deep neural networks ensemble for detecting medication mentions in tweets.
J. Am. Medical Informatics Assoc.
Davy Weissenbacher, Abeed Sarker, Ari Z. Klein, Karen O'Connor, Arjun Magge, Graciela Gonzalez-Hernandez
2019 — conf
Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019.
SMM4H@ACL
Davy Weissenbacher, Abeed Sarker, Arjun Magge, Ashlynn R. Daughton, Karen O'Connor, Michael J. Paul, Graciela Gonzalez-Hernandez
2019 — conf
SemEval-2019 Task 12: Toponym Resolution in Scientific Papers.
SemEval@NAACL-HLT
Davy Weissenbacher, Arjun Magge, Karen O'Connor, Matthew Scotch, Graciela Gonzalez-Hernandez
2018 — conf
A Rule-based Approach to Determining Pregnancy Timeframe from Contextual Social Media Postings.
DH
Masoud Rouhizadeh, Arjun Magge, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez
2018 — conf
Clinical NER and Relation Extraction using Bi-Char-LSTMs and Random Forest Classifiers.
Medication and Adverse Drug Event Detection
Arjun Magge, Matthew Scotch, Graciela Gonzalez-Hernandez
2018 J jnl
Deep neural networks and distant supervision for geographic location mention extraction.
Bioinform.
Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez
2018 J jnl
GeoBoost: accelerating research involving the geospatial metadata of virus GenBank records.
Bioinform.
Tasnia Tahsin, Davy Weissenbacher, Karen O'Connor, Arjun Magge, Matthew Scotch, Graciela Gonzalez-Hernandez
2017 — conf
CSaRUS-CNN at AMIA-2017 Tasks 1, 2: Under Sampled CNN for Text Classification.
SMM4H@AMIA
Arjun Magge, Matthew Scotch, Graciela Gonzalez
2017 J jnl
Social media mining for identification and exploration of health-related information from pregnant women.
CoRR
Pramod Bharadwaj Chandrashekar, Arjun Magge, Abeed Sarker, Graciela Gonzalez