OVERVIEW PAPERS:

Overview of the TAC 2018 Drug-Drug Interaction Extraction from Drug Labels Track
Dina Demner-Fushman, Kin Wah Fung, Phong Do, Richard D. Boyce, Travis Goodwin
(U.S. National Library of Medicine; Office of Health Informatics, U.S. Food and Drug Administration; University of Pittsburgh)

Overview of the TAC 2018 Systematic Review Information Extraction Track
Charles Schmitt, Vickie Walker, Ashley Williams, Arun Varghese, Yousuf Ahmad, Andy Rooney, Mary Wolfe
(U.S. National Institute of Environmental Health Services; ICF)

PARTICIPANT PAPERS (ordered by Team ID):

AIMRL_PUCIT: SRIE (Task 1)
(Punjab University College of Information Technology, University of the Punjab, Lahore, Pakistan)

BBN: SM-KBP (Task 1a, Task 1b)
Panorama: BBN participation in SM-KBP 2018
Ilana Heintz, Roger Bock, Clay Riley, Joshua Fasching, Sancar Adali, Fred Bernardin, Daniel Ellard, Gretchen Markiewicz, Kevin Jett, John Greve
(Raytheon BBN Technologies)

BUPT_pris: DDI (Task 1)
(Beijing University of Posts and Telecommunications)

Dascim: SRIE (Task 1)
(Ecole Polytechnique)

Decomp_JH_UR: SM-KBP (Task 1a, Task 1b)
NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline
Patrick Xia, Elias Stengel-Eskin, Tongfei Chen, Seth Ebner, Nils Holzenberger, Ryan Culkin, Pushpendre Rastogi, Xutai Ma, Benjamin Van Durme
(Johns Hopkins University)

ep: SRIE (Task 1)
Team EP at TAC 2018: Automating data extraction in systematic reviews of environmental agents
Artur Nowak, Paweł Kunstman
(Evidence Prime Inc.)

fdukw: SRIE (Task 1)
(Fudan University)

GAIA: SM-KBP (Task 1a, Task 1b, Task 2, Task 3)
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System
Tongtao Zhang , Ananya Subburathinam , Ge Shi , Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro Szekely, T.K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel Rodriguez, Daisy Zhe Wang
(Information Sciences Institute, University of Southern California; Columbia University; Rensselaer Polytechnic Institute; University of Florida)

gwm: DDI (Task 1)
Extracting Drug-Drug Interactions with Character-Level and Dependency-Based Embeddings
Liliya Akhtyamova, John Cardiff
(Institute of Technology Tallaght)

HIKE_DCD_ZJU: DDI (Task 1, Task 2)
Two Step Joint Model for Drug Drug Interaction Extraction
Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu
(College of Computer Science, Zhejiang University; Hikvision; University of Southern California)

Hyperthesis: SM-KBP (Task 2, Task 3)
HyperThesis: Topological Hypothesis Management in a Hypergraph Knowledgebase
Cliff A Joslyn , Michael Robinson, J Smart, Khushbu Agarwal, David Bridgeland, Adam Brown, Sutanay Choudhury, Brett Jefferson, Brenda Praggastis, Emilie Purvine, William P Smith, Dimitri Zarzhitsky
(Pacific Northwest National Laboratory; American University; Georgetown University; University of Utah)

IBMResearch: DDI (Task 1, Task 2, Task 3, Task 4)
IBM Research System at TAC 2018: Deep Learning architectures for Drug-Drug Interaction extraction from Structured Product Labels
Bharath Dandala, Diwakar Mahajan, Ananya Poddar
(IBM Research)

ICF: SRIE (Task 1, Task 2)
(ICF)

Iles: DDI (Task 1, Task 2)
(LIMSI)

joslin93720: DDI (Task 1)
PE-TU Participation at TAC 2018 Drug-Drug Interaction Extraction from Drug Labels
Yue Zhang, Parisa Kordjamshidi
(Peking University; Tulane University)

KlickLabs: DDI (Task 1)
KlickLabs at the TAC 2018 Drug-drug Interaction Extraction from Drug Labels Track
Gaurav Baruah, Maheedhar Kolla
(Klick Inc.)

Michigan: SM-KBP (Task 1a, Task 1b)
Entity and Event Extraction from Scratch Using Minimal Training Data
Laura Wendlandt, Steve Wilson, Oana Ignat, Charles Welch, Li Zhang, Mingzhe Wang, Jia Deng, Rada Mihalcea
(University of Michigan; Princeton University)

NLPatVCU: SRIE (Task 1)
TAC SRIE 2018: Extracting Systematic Review Information with MedaCy
Andriy Mulyar, Darshini Mahendran, Luke Maffey, Amy Olex, Grant Matteo, Neha Dill, Nastassja Lewinski, Bridget McInnes
(Virginia Commonwealth University)

OPERA: SM-KBP (Task 1a, Task 1b, Task 2, Task 3)
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis
Eduard Hovy, Taylor Berg-Kirkpatrick, Jaime Carbonell, Hans Chalupsky, Anatole Gershman, Alex Hauptmann, Florian Metze, Teruko Mitamura, Aditi Chaudhary, Xianyang Chen, Bernie Po-Yao Huang, Hector Zhengzhong Liu, Xuezhe Ma, Shruti Palaskar, Dheeraj Rajagopal, Maria Ryskina, Ramon Salabria
(Carnegie Mellon University LTI; USC Information Sciences Institute)

PoTsKG: SM-KBP (Task 1a, Task 2)
The Poisson multi-media knowledge construction System for TAC KBP 2018
Zhicheng Sheng, Danping Wu, Zelong Li, Wei Zhang, Jingchen Lu, Zeming Xu, Dong Liu, Shuo Guo, Yantao Jia, Zhepei Wei, Erxing Yu, Xiongfeng Xiao, Zhuo Wang, Jianyong Wang
(Poisson Lab, Huawei Technologies Co., Ltd; Tsinghua university)

ramfis_aida: SM-KBP (Task 2)
RAMFIS System Report TAC 2018
Cecilia Mauceri, Shafiuddin Rehan Ahmed, Timothy O'Gorman
(University of Colorado at Boulder)

SAMSON: SM-KBP (Task 2, Task 3)
(Raytheon BBN Technologies; Polaris Alpha)

SciomeNLP: SRIE (Task 1, Task 2)
A Pragmatic Approach to Information Extraction for Systematic Review
Adyasha Maharana, Arpit Tandon, Eric Wimberley, Mihir Shah, Ruchir Shah, Brian E. Howard
(Sciome, LLC)

ttran: DDI (Task 1, Task 2)
A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels
Tung Tran, Ramakanth Kavuluru, Halil Kilicoglu
(University of Kentucky; National Library of Medicine)

UTexas: SM-KBP (Task 3)
The UTexas system for TAC SM-KBP task 3: Probabilistic generation of coherent hypotheses
Pengxiang Cheng, Eric Holgate, Katrin Erk
(University of Texas at Austin)

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