Papers
Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles
Guillaume Wisniewski, Ophélie Lacroix, François Yvon
Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics?
Taraka Rama, Johann-Mattis List, Johannes Wahle et al.
A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing
Daniel Fernández-González, Carlos Gómez-Rodríguez
Syntactically Aware Neural Architectures for Definition Extraction
Luis Espinosa-Anke, Steven Schockaert
Syntactic Patterns Improve Information Extraction for Medical Search
Roma Patel, Yinfei Yang, Iain Marshall et al.
Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text
Ji Wen, Xu Sun, Xuancheng Ren et al.
Semi-Supervised Event Extraction with Paraphrase Clusters
James Ferguson, Colin Lockard, Daniel Weld et al.
Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift
Ajay Nagesh, Mihai Surdeanu
Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding
Huasha Zhao, Yi Yang, Qiong Zhang et al.
Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations
Prafulla Kumar Choubey, Kaushik Raju, Ruihong Huang
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding
Chun-Kai Wu, Richard Tzong-Han Tsai
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen et al.
A Laypeople Study on Terminology Identification across Domains and Task Definitions
Anna Hätty, Sabine Schulte im Walde
A Comparison of Two Paraphrase Models for Taxonomy Augmentation
Vassilis Plachouras, Fabio Petroni, Timothy Nugent et al.
A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling
Yu Wang, Yilin Shen, Hongxia Jin
Modeling Semantic Plausibility by Injecting World Knowledge
Su Wang, Greg Durrett, Katrin Erk
Looking for Structure in Lexical and Acoustic-Prosodic Entrainment Behaviors
Andreas Weise, Rivka Levitan
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
Salman Mohammed, Peng Shi, Jimmy Lin
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation
Roman Grundkiewicz, Marcin Junczys-Dowmunt
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis
Fei Liu, Trevor Cohn, Timothy Baldwin
Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment
Shweta Yadav, Asif Ekbal, Sriparna Saha et al.
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis
Devamanyu Hazarika, Soujanya Poria, Prateek Vij et al.
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books
Suraj Maharjan, Sudipta Kar, Manuel Montes et al.
Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis
Abhishek Kumar, Daisuke Kawahara, Sadao Kurohashi
Transition-Based Chinese AMR Parsing
Chuan Wang, Bin Li, Nianwen Xue