OVERVIEW PAPERS:

Overview of the TAC 2019 Track on Drug-Drug Interaction Extraction from Drug Labels
Travis R. Goodwin, Dina Demner-Fushman, Kin Wah Fung, Phong Do
(U.S. National Library of Medicine; Office of Health Informatics, U.S. Food and Drug Administration)

Overview of TAC-KBP 2019 Fine-grained Entity Extraction
Heng Ji, Avirup Sil, Hoa Trang Dang, Ian, Soboroff, Joel Nothman
(University of Illinois at Urbana-Champaign; IBM Research; U.S. National Institute of Standards and Technology; University of Sydney)

PARTICIPANT PAPERS (ordered by Team ID):

BBN_TA1: SM-KBP (Task 1)
Panorama: BBN Participation in SM-KBP 2019
Sancar Adali, Roger Bock, Daniel Ellard, Joshua Fasching, John Greve, Ilana Heintz, Kevin Jett, Zhuolin Jiang, Clay Riley, Alex Zamanian, Le Zhang
(Raytheon BBN Technologies)

Decomp_JH_UR: SM-KBP (Task 1)
NIST TAC SM-KBP 2019 System Description: JHU/UR Framework
Yunmo Chen, Seth Ebner, Tongfei Chen, Patrick Xia, Elias Stengel-Eskin Tzu-Ray Su, J. Edward Hu, Nils Holzenberger, Ryan Culkin, Craig Harman Max Thomas, Thomas Lippincott, Aaron Steven White, Kyle Rawlins, Benjamin Van Durme
(Johns Hopkins University; University of Rochester)

Diffbot: EDL
Diffbot's Fine-Grained Entity Typing System for TAC KBP 2019
Zhaochen Guo, Chunliang Lyu
(Diffbot)

GAIA: SM-KBP (Task 1), SM-KBP (Task 2), SM-KBP (Task 3)
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro Szekely, T.K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel Rodriguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
(University of Illinois at Urbana-Champaign; Columbia University; Information Sciences Institute, University of Southern California; University of Southern California; University of Florida)

HITS_UKP: EDL
HITS-UKP at TAC KBP 2019: Entity Discovery and Linking Track
Jan-Christoph Klie, Federico López, Iryna Gurevych, Michael Strube
(Research Training Group AIPHES, Heidelberg Institute for Theoretical Studies; Ubiquitous Knowledge Processing Lab, Technische Universitat Darmstadt)

Hyperthesis: SM-KBP (Task 2), SM-KBP (Task 3)
(Pacific Northwest National Laboratory; American University; Georgetown University)

IBMResearch: DDI (Task 1), DDI (Task 2)
A Hybrid Model for Drug-Drug Interaction Extraction from Structured Product Labeling Documents
Diwakar Mahajan, Ananya Poddar, Yen-Ting Lin
(IBM Research; National Taiwan University)

INK_BC: DDI (Task 1), DDI (Task 2)
(Shandong University of Finance and Economics)

OPERA: SM-KBP (Task 1), SM-KBP (Task 2), SM-KBP (Task 3)
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis
Eduard Hovy, Jaime Carbonell, Hans Chalupsky, Anatole Gershman, Alex Hauptmann, Florian Metze, Teruko Mitamura, Zaid Sheikh, Ankit Dangi, Aditi Chaudhary, Xianyang Chen, Xiang Kong, Bernie Huang, Salvador Medina, Hector Liu, Xuezhe Ma, Maria Ryskina, Ramon Sanabria, Varun Gangal
(Carnegie Mellon University; Information Sciences Institute of the University of Southern California)

RWTH: EDL
Data Processing Techniques for the TAC-KBP 2019 EDL Task
Qihui Feng, Weiyue Wang, Evgeniia Tokarchuk, Christian Dugast, Hermann Ney
(RWTH Aachen University)

SAMSON: SM-KBP (Task 2), SM-KBP (Task 3)
KB Construction and Hypothesis Generation Using SAMSON
Carl Andersen, Drew Wicke, Kyle Tunis, Wheeler Howard, Mark Gerken, Dustin Carroll, Cassidy Harless, Cecilia Newell, Theresa Swift
(Raytheon BBN Technologies; Polaris Alpha; Coherent Knowledge, LLC)

TAI: EDL
(Tencent AI Platform)

UIUC_BLENDER: EDL
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019
Ying Lin, Xiaoman Pan, Manling Li, Heng Ji
(University of Illinois at Urbana-Champaign)

UTDHLTRI: DDI (Task 1), DDI (Task 2), DDI (Task 3), DDI (Task 4)
The University of Texas at Dallas HLTRI at TAC 2019
Ramon Maldonado, Maxwell Weinzierl, Sanda M. Harabagiu
(The University of Texas at Dallas)

UTexas: SM-KBP (Task 3)
The UTexas system for TAC 2019 SM-KBP Task 3: Hypothesis detection with graph convolutional networks
Pengxiang Cheng, Alexander Tomkovich, Eric Holgate, Su Wang, Katrin Erk
(The University of Texas at Austin)

ZJU_EDL: EDL
The ZJU-EDL System for Entity Discovery and Linking at TAC KBP 2019
Yufeng Hu, Haochen Shi, Tao Chen, Siliang Tang, Quan liu, Zhigang Chen, Xiang Ren, Fei Wu, Yueting Zhuang
(Zhejiang University; iFLYTEK Research; University of Southern California)

dsln_nlptt: EDL
(Data Science Research Laboratories, NEC Corporation; Institute of Innovative Research, Tokyo Institute of Technology)

ibm_mnlp_ie: EDL
IBM Submission for TAC KBP: EDL 2019 Cascaded Fine-Grained Named Entity Recognition
Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian
(IBM Research AI)

michigan: SM-KBP (Task 1)
Building a Flexible Knowledge Graph to Capture Real-World Events
Laura Burdick, Oana Ignat, Yiming Zhang, Rada Mihalcea, Mingzhe Wang, Steve Wilson, Yumou Wei, Jia Deng
(University of Michigan; Princeton University; University of Edinburgh)

ousia: EDL
Multi-Task Transfer Learning for Fine-Grained Named Entity Recognition
Masato Hagiwara, Ryuji Tamaki, Ikuya Yamada
(Octanove Labs LLC; Studio Ousia Inc.)

ramfis: SM-KBP (Task 2)
RAMFIS: Integrating Diverse TA1's
Cecilia Mauceri, Shafiuddin Rehan Ahmed, Timothy O'Gorman, Chris Koski, Peter Anick, David White, Martha Palmer
(University of Colorado Boulder; Brandeis University; Colorado State University)

srcb: DDI (Task 1), DDI (Task 2), DDI (Task 3)
A BERT-based Model for Drug-Drug Interaction Extraction from Drug Labels
Lei Ding, Liang Liang, Yixuan Tong, Shanshan Jiang, Bin Dong
(Ricoh Software Research Center (Beijing) Co., Ltd.)

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