Table of Contents

• A Pragmatic Approach to Information Extraction for Systematic ReviewAdyasha Maharana, Arpit Tandon, Eric Wimberley, Mihir Shah, Ruchir R. Shah, Brian E. Howard. [doi]
• Two Step Joint Model for Drug Drug Interaction ExtractionSiliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu 0001. [doi]
• The UTexas system for TAC SM-KBP task 3: Probabilistic generation of coherent hypothesesPengxiang Cheng, Eric Holgate, Katrin Erk. [doi]
• Overview of the TAC 2018 Drug-Drug Interaction Extraction from Drug Labels TrackDina Demner-Fushman, Kin Wah Fung, Phong Do, Richard D. Boyce, Travis Goodwin. [doi]
• TAC SRIE 2018: Extracting Systematic Review Information with MedaCyAndriy Mulyar, Darshini Mahendran, Luke Maffey, Amy L. Olex, Grant Matteo, Neha Dill, Nastassja Lewinski, Bridget T. McInnes. [doi]
• Team EP at TAC 2018: Automating data extraction in systematic reviews of environmental agentsArtur Nowak, Pawel Kunstman. [doi]
• KlickLabs at the TAC 2018 Drug-drug Interaction Extraction from Drug Labels TrackGaurav Baruah, Maheedhar Kolla. [doi]
• PE-TU Participation at TAC 2018 Drug-Drug Interaction Extraction from Drug LabelsYue Zhang, Parisa KordJamshidi. [doi]
• HyperThesis: Topological Hypothesis Management in a Hypergraph KnowledgebaseCliff A. Joslyn, Michael Robinson, J. Smart, Khushbu Agarwal, David Bridgeland, Adam Brown, Sutanay Choudhury, Brett Jefferson, Brenda Praggastis, Emilie Purvine, William P. Smith 0001, Dimitri Zarzhitsky. [doi]
• IBM Research System at TAC 2018: Deep Learning architectures for Drug-Drug Interaction extraction from Structured Product LabelsBharath Dandala, Diwakar Mahajan, Ananya Poddar. [doi]
• The Poisson multi-media knowledge construction System for TAC KBP 2018Zhicheng 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. [doi]
• Panorama: BBN participation in SM-KBP 2018Ilana Heintz, Roger Bock, Clay Riley, Joshua Fasching, Sancar Adali, Fred Bernardin, Daniel Ellard, Gretchen Markiewicz, Kevin Jett, John Greve. [doi]
• A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug LabelsTung Tran, Ramakanth Kavuluru, Halil Kilicoglu. [doi]
• Entity and Event Extraction from Scratch Using Minimal Training DataLaura Wendlandt, Steve Wilson, Oana Ignat, Charles Welch, Li Zhang 0039, Mingzhe Wang, Jia Deng, Rada Mihalcea. [doi]
• RAMFIS System Report TAC 2018Cecilia Mauceri, Shafiuddin Rehan Ahmed, Timothy O'Gorman. [doi]
• Overview of the TAC 2018 Systematic Review Information Extraction TrackCharles Schmitt, Vickie Walker, Ashley Williams, Arun Varghese, Yousuf Ahmad, Andy Rooney, Mary Wolfe. [doi]
• NIST TAC SM-KBP 2018 System Description: JHU/UR PipelinePatrick Xia, Elias Stengel-Eskin, Tongfei Chen, Seth Ebner, Nils Holzenberger, Ryan Culkin, Pushpendre Rastogi, Xutai Ma, Benjamin Van Durme. [doi]
• Extracting Drug-Drug Interactions with Character-Level and Dependency-Based EmbeddingsLiliya Akhtyamova, John Cardiff. [doi]
• OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and AnalysisEduard H. Hovy, Taylor Berg-Kirkpatrick, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alexander G. 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 Sanabria. [doi]
• GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation SystemTongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang 0005, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun 0002, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang. [doi]