Papers
Disfluency Detection using Auto-Correlational Neural Networks
Paria Jamshid Lou, Peter Anderson, Mark Johnson
Direct Output Connection for a High-Rank Language Model
Sho Takase, Jun Suzuki, Masaaki Nagata
Challenges of Using Text Classifiers for Causal Inference
Zach Wood-Doughty, Ilya Shpitser, Mark Dredze
Uncertainty-aware generative models for inferring document class prevalence
Katherine Keith, Brendan O’Connor
MCapsNet: Capsule Network for Text with Multi-Task Learning
Liqiang Xiao, Honglun Zhang, Wenqing Chen et al.
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification
Junyang Lin, Qi Su, Pengcheng Yang et al.
Multi-Task Label Embedding for Text Classification
Honglun Zhang, Liqiang Xiao, Wenqing Chen et al.
Multilingual Clustering of Streaming News
Sebastião Miranda, Artūrs Znotiņš, Shay B. Cohen et al.
Word Mover’s Embedding: From Word2Vec to Document Embedding
Lingfei Wu, Ian En-Hsu Yen, Kun Xu et al.
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder
Minghua Zhang, Yunfang Wu, Weikang Li et al.
Spherical Latent Spaces for Stable Variational Autoencoders
Jiacheng Xu, Greg Durrett
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval
Canjia Li, Yingfei Sun, Ben He et al.
Simple Recurrent Units for Highly Parallelizable Recurrence
Tao Lei, Yu Zhang, Sida I. Wang et al.
Chargrid: Towards Understanding 2D Documents
Anoop R Katti, Christian Reisswig, Cordula Guder et al.
Modeling Localness for Self-Attention Networks
Baosong Yang, Zhaopeng Tu, Derek F. Wong et al.
Speed Reading: Learning to Read ForBackward via Shuttle
Tsu-Jui Fu, Wei-Yun Ma
Hard Non-Monotonic Attention for Character-Level Transduction
Shijie Wu, Pamela Shapiro, Ryan Cotterell
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
Steffen Eger, Paul Youssef, Iryna Gurevych
Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
Eric Holgate, Isabel Cachola, Daniel Preoţiuc-Pietro et al.
Characterizing Interactions and Relationships between People
Farzana Rashid, Eduardo Blanco
Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
Dirk Hovy, Christoph Purschke
Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline
Ian Stewart, Jacob Eisenstein
Getting to “Hearer-old”: Charting Referring Expressions Across Time
Ieva Staliūnaitė, Hannah Rohde, Bonnie Webber et al.