Papers
Automatic Stance Detection Using End-to-End Memory Networks
Mitra Mohtarami, Ramy Baly, James Glass et al.
Acquisition of Phrase Correspondences Using Natural Deduction Proofs
Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez et al.
Accurate Text-Enhanced Knowledge Graph Representation Learning
Bo An, Bo Chen, Xianpei Han et al.
Neural Models of Factuality
Rachel Rudinger, Aaron Steven White, Benjamin Van Durme
Polyglot Semantic Parsing in APIs
Kyle Richardson, Jonathan Berant, Jonas Kuhn
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies
Max Grusky, Mor Naaman, Yoav Artzi
Entity Commonsense Representation for Neural Abstractive Summarization
Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang
Semantic Structural Evaluation for Text Simplification
Elior Sulem, Omri Abend, Ari Rappoport
Querying Word Embeddings for Similarity and Relatedness
Fatemeh Torabi Asr, Robert Zinkov, Michael Jones
Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates
Sabyasachi Kamila, Mohammed Hasanuzzaman, Asif Ekbal et al.
A Meaning-Based Statistical English Math Word Problem Solver
Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin et al.
The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor, Jonathan Berant
Self-Training for Jointly Learning to Ask and Answer Questions
Mrinmaya Sachan, Eric Xing
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction
Ziang Xie, Guillaume Genthial, Stanley Xie et al.
Robust Cross-Lingual Hypernymy Detection Using Dependency Context
Shyam Upadhyay, Yogarshi Vyas, Marine Carpuat et al.
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha et al.
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling
Ana Marasović, Anette Frank
Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality
Md Shad Akhtar, Palaash Sawant, Sukanta Sen et al.
Relevant Emotion Ranking from Text Constrained with Emotion Relationships
Deyu Zhou, Yang Yang, Yulan He
Learning Sentence Representations over Tree Structures for Target-Dependent Classification
Junwen Duan, Xiao Ding, Ting Liu
Learning Domain Representation for Multi-Domain Sentiment Classification
Qi Liu, Yue Zhang, Jiangming Liu
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
Matteo Pagliardini, Prakhar Gupta, Martin Jaggi
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić, Goran Glavaš, Nikola Mrkšić et al.
Neural Tensor Networks with Diagonal Slice Matrices
Takahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe et al.
Mining Possessions: Existence, Type and Temporal Anchors
Dhivya Chinnappa, Eduardo Blanco