Papers
Named Entity Disambiguation for little known referents: a topic-based approach
Andrea Glaser, Jonas Kuhn
Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks
Xiaotian Jiang, Quan Wang, Peng Li et al.
Improved relation classification by deep recurrent neural networks with data augmentation
Yan Xu, Ran Jia, Lili Mou et al.
Global Inference to Chinese Temporal Relation Extraction
Peifeng Li, Qiaoming Zhu, Guodong Zhou et al.
Learning Event Expressions via Bilingual Structure Projection
Fangyuan Li, Ruihong Huang, Deyi Xiong et al.
Hand in Glove: Deep Feature Fusion Network Architectures for Answer Quality Prediction in Community Question Answering
Sai Praneeth Suggu, Kushwanth Naga Goutham, Manoj K. Chinnakotla et al.
Phrase-based Machine Translation using Multiple Preordering Candidates
Yusuke Oda, Taku Kudo, Tetsuji Nakagawa et al.
Ensemble Learning for Multi-Source Neural Machine Translation
Ekaterina Garmash, Christof Monz
Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings
Francisco Guzmán, Houda Bouamor, Ramy Baly et al.
Fast Gated Neural Domain Adaptation: Language Model as a Case Study
Jian Zhang, Xiaofeng Wu, Andy Way et al.
Semi-supervised Word Sense Disambiguation with Neural Models
Dayu Yuan, Julian Richardson, Ryan Doherty et al.
Dynamic Generative model for Diachronic Sense Emergence Detection
Martin Emms, Arun Kumar Jayapal
Chinese Hypernym-Hyponym Extraction from User Generated Categories
Chengyu Wang, Xiaofeng He
Sentence Similarity Learning by Lexical Decomposition and Composition
Zhiguo Wang, Haitao Mi, Abraham Ittycheriah
Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features
Maria Barrett, Frank Keller, Anders Søgaard
Linguistic features for Hindi light verb construction identification
Ashwini Vaidya, Sumeet Agarwal, Martha Palmer
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning
Lieke Gelderloos, Grzegorz Chrupała
Survey on the Use of Typological Information in Natural Language Processing
Helen O’Horan, Yevgeni Berzak, Ivan Vulić et al.
Predictability of Distributional Semantics in Derivational Word Formation
Sebastian Padó, Aurélie Herbelot, Max Kisselew et al.
Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
A Unified Architecture for Semantic Role Labeling and Relation Classification
Jiang Guo, Wanxiang Che, Haifeng Wang et al.
Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention
Minguang Xiao, Cong Liu
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification
Chaya Liebeskind, Yaakov HaCohen-Kerner
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF
Yang Xiang, Xiaoqiang Zhou, Qingcai Chen et al.
High Accuracy Rule-based Question Classification using Question Syntax and Semantics
Harish Tayyar Madabushi, Mark Lee