Papers
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
Bingfeng Luo, Yansong Feng, Zheng Wang et al.
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules
Xiaoshi Zhong, Aixin Sun, Erik Cambria
Automatically Labeled Data Generation for Large Scale Event Extraction
Yubo Chen, Shulin Liu, Xiang Zhang et al.
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization
Akira Sasaki, Kazuaki Hanawa, Naoaki Okazaki et al.
An Unsupervised Neural Attention Model for Aspect Extraction
Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.
Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network
Abhijit Mishra, Kuntal Dey, Pushpak Bhattacharyya
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors
Xuepeng Wang, Kang Liu, Jun Zhao
Topically Driven Neural Language Model
Jey Han Lau, Timothy Baldwin, Trevor Cohn
Deep Learning in Semantic Kernel Spaces
Danilo Croce, Simone Filice, Giuseppe Castellucci et al.
Learning attention for historical text normalization by learning to pronounce
Marcel Bollmann, Joachim Bingel, Anders Søgaard
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
Zhe Gan, Chunyuan Li, Changyou Chen et al.
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
Chunting Zhou, Graham Neubig
Aggregating and Predicting Sequence Labels from Crowd Annotations
An Thanh Nguyen, Byron Wallace, Junyi Jessy Li et al.
A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing
Daniel Fernández-González, Carlos Gómez-Rodríguez
A* CCG Parsing with a Supertag and Dependency Factored Model
Masashi Yoshikawa, Hiroshi Noji, Yuji Matsumoto
Verb Physics: Relative Physical Knowledge of Actions and Objects
Maxwell Forbes, Yejin Choi
FOIL it! Find One mismatch between Image and Language caption
Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich et al.
Obtaining referential word meanings from visual and distributional information: Experiments on object naming
Sina Zarrieß, David Schlangen
Translating Neuralese
Jacob Andreas, Anca Dragan, Dan Klein
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge
Yanchao Hao, Yuanzhe Zhang, Kang Liu et al.
Coarse-to-Fine Question Answering for Long Documents
Eunsol Choi, Daniel Hewlett, Jakob Uszkoreit et al.
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning
Shizhu He, Cao Liu, Kang Liu et al.
Gated Self-Matching Networks for Reading Comprehension and Question Answering
Wenhui Wang, Nan Yang, Furu Wei et al.
Creating Training Corpora for NLG Micro-Planners
Claire Gardent, Anastasia Shimorina, Shashi Narayan et al.
Automatically Generating Rhythmic Verse with Neural Networks
Jack Hopkins, Douwe Kiela