Tung Tran

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 15

Top Topics

Relation Extraction

Text Classification

Protein Interaction

Top Venues

Database J. Biol. Databases Curation

Artif. Intell. Medicine

Publications

Tung Tran, Ramakanth Kavuluru, Halil Kilicoglu
Attention-Gated Graph Convolutions for Extracting Drug Interaction Information from Drug Labels. ACM Trans. Comput. Heal. 2 (2) (2021)
Tung Tran, Melinda J. Ickes, Jakob W. Hester, Ramakanth Kavuluru
Identifying current Juul users among emerging adults through Twitter feeds. Int. J. Medical Informatics 146 (2021)
Halil Kilicoglu, Zeshan Peng, Shabnam Tafreshi, Tung Tran, Graciela Rosemblat, Jodi Schneider
Confirm or refute?: A comparative study on citation sentiment classification in clinical research publications. J. Biomed. Informatics 91 (2019)
Tung Tran, Ramakanth Kavuluru, Halil Kilicoglu
A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels. CoRR (2019)
Tung Tran, Ramakanth Kavuluru
Distant supervision for treatment relation extraction by leveraging MeSH subheadings. Artif. Intell. Medicine 98 (2019)
Rezarta Islamaj Dogan, Sun Kim, Andrew Chatr-aryamontri, Chih-Hsuan Wei, Donald C. Comeau, Rui Antunes, Sérgio Matos, Qingyu Chen, Aparna Elangovan, Nagesh C. Panyam, Karin Verspoor, Hongfang Liu, Yanshan Wang, Zhuang Liu, Berna Altinel, Zehra Melce Hüsünbeyi, Arzucan Özgür, Aris Fergadis, Chen-Kai Wang, Hong-Jie Dai, Tung Tran, Ramakanth Kavuluru, Ling Luo, Albert Steppi, Jinfeng Zhang, Jinchan Qu, Zhiyong Lu
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine. Database J. Biol. Databases Curation 2019 (2019)
Tung Tran, Ramakanth Kavuluru
Neural Metric Learning for Fast End-to-End Relation Extraction. CoRR (2019)
Tung Tran, Ramakanth Kavuluru, Halil Kilicoglu
Attention-Gated Graph Convolution for Extracting Drugs and Their Interactions from Drug Labels. CoRR (2019)
Tung Tran, Ramakanth Kavuluru, Halil Kilicoglu
A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels. TAC (2018)
Tung Tran, Ramakanth Kavuluru
An end-to-end deep learning architecture for extracting protein-protein interactions affected by genetic mutations. Database J. Biol. Databases Curation 2018 (2018)
Anthony Rios, Tung Tran, Ramakanth Kavuluru
Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP). CLPsych@NAACL-HTL (2018)
Abeed Sarker, Maksim Belousov, Jasper Friedrichs, Kai Hakala, Svetlana Kiritchenko, Farrokh Mehryary, Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru, Berry de Bruijn, Filip Ginter, Debanjan Mahata, Saif M. Mohammad, Goran Nenadic, Graciela Gonzalez-Hernandez
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru
Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter. SMM4H@AMIA (2017)
Tung Tran, Ramakanth Kavuluru
Supervised Approaches to Assign Cooperative Patent Classification (CPC) Codes to Patents. MIKE (2017)
Ramakanth Kavuluru, Anthony Rios, Tung Tran
Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks. ICHI (2017)