Papers
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
Proceedings of the BioNLP 2018 workshop
Dina Demner-Fushman, Kevin Bretonnel Cohen, Sophia Ananiadou et al.
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
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
Yoav Artzi, Jacob Eisenstein
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.
CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation
Yilin Shen, Avik Ray, Abhishek Patel et al.
The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring
Ulrich Germann, Renārs Liepins, Guntis Barzdins et al.
ScoutBot: A Dialogue System for Collaborative Navigation
Stephanie M. Lukin, Felix Gervits, Cory J. Hayes et al.
A Web-scale system for scientific knowledge exploration
Zhihong Shen, Hao Ma, Kuansan Wang
TALEN: Tool for Annotation of Low-resource ENtities
Stephen Mayhew, Dan Roth
NCRF++: An Open-source Neural Sequence Labeling Toolkit
Jie Yang, Yue Zhang
SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling
Matthias Hartung, Hendrik ter Horst, Frank Grimm et al.