Papers
BioAMA: Towards an End to End BioMedical Question Answering System
Vasu Sharma, Nitish Kulkarni, Srividya Pranavi et al.
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing
Jari Björne, Tapio Salakoski
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla et al.
Coding Structures and Actions with the COSTA Scheme in Medical Conversations
Nan Wang, Yan Song, Fei Xia
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks
Di Jin, Peter Szolovits
Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization
Dieter Galea, Ivan Laponogov, Kirill Veselkov
Ontology alignment in the biomedical domain using entity definitions and context
Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann et al.
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning
Jurica Ševa, Martin Wackerbauer, Ulf Leser
Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks
Ilham Fathy Saputra, Rahmad Mahendra, Alfan Farizki Wicaksono
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach
Thanat Chokwijitkul, Anthony Nguyen, Hamed Hassanzadeh et al.
Multi-task learning for interpretable cause of death classification using key phrase prediction
Serena Jeblee, Mireille Gomes, Graeme Hirst
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility
Denis Newman-Griffis, Ayah Zirikly
Multi-lingual Entity Discovery and Linking
Avi Sil, Heng Ji, Dan Roth et al.
Deep Reinforcement Learning for NLP
William Yang Wang, Jiwei Li, Xiaodong He
Neural Semantic Parsing
Matt Gardner, Pradeep Dasigi, Srinivasan Iyer et al.
Connecting Language and Vision to Actions
Peter Anderson, Abhishek Das, Qi Wu
Variational Inference and Deep Generative Models
Wilker Aziz, Philip Schulz
Neural Approaches to Conversational AI
Jianfeng Gao, Michel Galley, Lihong Li
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association
Yafang Huang, Zuchao Li, Zhuosheng Zhang et al.
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño et al.
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition
Albert Zeyer, Tamer Alkhouli, Hermann Ney
DeepPavlov: Open-Source Library for Dialogue Systems
Mikhail Burtsev, Alexander Seliverstov, Rafael Airapetyan et al.
Marian: Fast Neural Machine Translation in C++
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak et al.