Papers
Unsupervised Learning of Style-sensitive Word Vectors
Reina Akama, Kento Watanabe, Sho Yokoi et al.
GNEG: Graph-Based Negative Sampling for word2vec
Zheng Zhang, Pierre Zweigenbaum
Addressing Noise in Multidialectal Word Embeddings
Alexander Erdmann, Nasser Zalmout, Nizar Habash
A Rank-Based Similarity Metric for Word Embeddings
Enrico Santus, Hongmin Wang, Emmanuele Chersoni et al.
Sense-Aware Neural Models for Pun Location in Texts
Yitao Cai, Yin Li, Xiaojun Wan
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions
Wenpeng Yin, Dan Roth, Hinrich Schütze
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections
Rem Hida, Naoya Takeishi, Takehisa Yairi et al.
Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction
Anastassia Kornilova, Daniel Argyle, Vladimir Eidelman
Automated essay scoring with string kernels and word embeddings
Mădălina Cozma, Andrei Butnaru, Radu Tudor Ionescu
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network
Pengcheng Yang, Xu Sun, Wei Li et al.
Simplified Abugidas
Chenchen Ding, Masao Utiyama, Eiichiro Sumita
Simpler but More Accurate Semantic Dependency Parsing
Timothy Dozat, Christopher D. Manning
Linear-time Constituency Parsing with RNNs and Dynamic Programming
Juneki Hong, Liang Huang
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing
Daniel Fried, Dan Klein
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
Guillem Collell, Marie-Francine Moens
The Influence of Context on Sentence Acceptability Judgements
Jean-Philippe Bernardy, Shalom Lappin, Jey Han Lau
Predicting accuracy on large datasets from smaller pilot data
Mark Johnson, Peter Anderson, Mark Dras et al.
SciDTB: Discourse Dependency TreeBank for Scientific Abstracts
An Yang, Sujian Li
Modeling discourse cohesion for discourse parsing via memory network
Yanyan Jia, Yuan Ye, Yansong Feng et al.
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Osman Ramadan, Paweł Budzianowski, Milica Gašić
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots
Yu Wu, Wei Wu, Zhoujun Li et al.