Papers
Neural Hidden Markov Model for Machine Translation
Weiyue Wang, Derui Zhu, Tamer Alkhouli et al.
Sparse and Constrained Attention for Neural Machine Translation
Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
Luheng He, Kenton Lee, Omer Levy et al.
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Stephen Roller, Douwe Kiela, Maximilian Nickel
Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation
Raphael Shu, Hideki Nakayama
Bag-of-Words as Target for Neural Machine Translation
Shuming Ma, Xu Sun, Yizhong Wang et al.
Learning from Chunk-based Feedback in Neural Machine Translation
Pavel Petrushkov, Shahram Khadivi, Evgeny Matusov
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT
Danielle Saunders, Felix Stahlberg, Adrià de Gispert et al.
Extreme Adaptation for Personalized Neural Machine Translation
Paul Michel, Graham Neubig
Compositional Representation of Morphologically-Rich Input for Neural Machine Translation
Duygu Ataman, Marcello Federico
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation
Rui Wang, Masao Utiyama, Eiichiro Sumita
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation
Yanyang Li, Tong Xiao, Yinqiao Li et al.
Injecting Relational Structural Representation in Neural Networks for Question Similarity
Antonio Uva, Daniele Bonadiman, Alessandro Moschitti
Narrative Modeling with Memory Chains and Semantic Supervision
Fei Liu, Trevor Cohn, Timothy Baldwin
CNN for Text-Based Multiple Choice Question Answering
Akshay Chaturvedi, Onkar Pandit, Utpal Garain
Conditional Generators of Words Definitions
Artyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov
Paper Abstract Writing through Editing Mechanism
Qingyun Wang, Zhihao Zhou, Lifu Huang et al.
Obligation and Prohibition Extraction Using Hierarchical RNNs
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos
Improving Topic Quality by Promoting Named Entities in Topic Modeling
Katsiaryna Krasnashchok, Salim Jouili
A Study of the Importance of External Knowledge in the Named Entity Recognition Task
Dominic Seyler, Tatiana Dembelova, Luciano Del Corro et al.
Hybrid semi-Markov CRF for Neural Sequence Labeling
Zhixiu Ye, Zhen-Hua Ling
Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole, Raphael Flauger