Papers
A Knowledge-Intensive Model for Prepositional Phrase Attachment
Ndapandula Nakashole, Tom M. Mitchell
Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
William Yang Wang, William W. Cohen
Leveraging Linguistic Structure For Open Domain Information Extraction
Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning
Transition-Based Dependency Parsing with Stack Long Short-Term Memory
Chris Dyer, Miguel Ballesteros, Wang Ling et al.
Structured Training for Neural Network Transition-Based Parsing
David Weiss, Chris Alberti, Michael Collins et al.
An Effective Neural Network Model for Graph-based Dependency Parsing
Wenzhe Pei, Tao Ge, Baobao Chang
Neural CRF Parsing
Greg Durrett, Dan Klein
Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
Casey Kennington, David Schlangen
A Generalisation of Lexical Functions for Composition in Distributional Semantics
Antoine Bride, Tim Van de Cruys, Nicholas Asher
Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou, Georgiana Dinu, Marco Baroni
Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Li Dong, Furu Wei, Ming Zhou et al.
Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
Guangyou Zhou, Tingting He, Jun Zhao et al.
Learning Answer-Entailing Structures for Machine Comprehension
Mrinmaya Sachan, Kumar Dubey, Eric Xing et al.
A Context-Aware Topic Model for Statistical Machine Translation
Jinsong Su, Deyi Xiong, Yang Liu et al.
Online Multitask Learning for Machine Translation Quality Estimation
José G. C. de Souza, Matteo Negri, Elisa Ricci et al.
Efficient Top-Down BTG Parsing for Machine Translation Preordering
Tetsuji Nakagawa
Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
Yusuke Oda, Graham Neubig, Sakriani Sakti et al.
Generative Event Schema Induction with Entity Disambiguation
Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret et al.
Stacked Ensembles of Information Extractors for Knowledge-Base Population
Vidhoon Viswanathan, Nazneen Fatema Rajani, Yinon Bentor et al.
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
Yubo Chen, Liheng Xu, Kang Liu et al.
Compositional Vector Space Models for Knowledge Base Completion
Arvind Neelakantan, Benjamin Roth, Andrew McCallum
Learning Dynamic Feature Selection for Fast Sequential Prediction
Emma Strubell, Luke Vilnis, Kate Silverstein et al.
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
Fei Sun, Jiafeng Guo, Yanyan Lan et al.
Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification
Audi Primadhanty, Xavier Carreras, Ariadna Quattoni
Joint Models of Disagreement and Stance in Online Debate
Dhanya Sridhar, James Foulds, Bert Huang et al.