Papers
Training Data Augmentation for Low-Resource Morphological Inflection
Toms Bergmanis, Katharina Kann, Hinrich Schütze et al.
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
Ryan Cotterell, Christo Kirov, John Sylak-Glassman et al.
Graph-based Neural Multi-Document Summarization
Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu et al.
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
Van-Khanh Tran, Le-Minh Nguyen
Learning from Relatives: Unified Dialectal Arabic Segmentation
Younes Samih, Mohamed Eldesouki, Mohammed Attia et al.
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information
Go Inoue, Hiroyuki Shindo, Yuji Matsumoto
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
Diego Marcheggiani, Anton Frolov, Ivan Titov
Neural Structural Correspondence Learning for Domain Adaptation
Yftah Ziser, Roi Reichart
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics
Phong Le, Ivan Titov
Multilingual Semantic Parsing And Code-Switching
Long Duong, Hadi Afshar, Dominique Estival et al.
Encoding of phonology in a recurrent neural model of grounded speech
Afra Alishahi, Marie Barking, Grzegorz Chrupała
German in Flux: Detecting Metaphoric Change via Word Entropy
Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus et al.
The Covert Helps Parse the Overt
Xun Zhang, Weiwei Sun, Xiaojun Wan
Zero-Shot Relation Extraction via Reading Comprehension
Omer Levy, Minjoon Seo, Eunsol Choi et al.
Idea density for predicting Alzheimer’s disease from transcribed speech
Kairit Sirts, Olivier Piguet, Mark Johnson
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text
Desh Raj, Sunil Sahu, Ashish Anand
Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits
Quanzhi Li, Sameena Shah
Neural Domain Adaptation for Biomedical Question Answering
Georg Wiese, Dirk Weissenborn, Mariana Neves
Making Neural QA as Simple as Possible but not Simpler
Dirk Weissenborn, Georg Wiese, Laura Seiffe
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information
Massimo Nicosia, Alessandro Moschitti
A Probabilistic Generative Grammar for Semantic Parsing
Abulhair Saparov, Vijay Saraswat, Tom Mitchell
Knowledge Tracing in Sequential Learning of Inflected Vocabulary
Adithya Renduchintala, Philipp Koehn, Jason Eisner
Cross-language Learning with Adversarial Neural Networks
Shafiq Joty, Preslav Nakov, Lluís Màrquez et al.