Papers
Automatic Extraction of Commonsense LocatedNear Knowledge
Frank F. Xu, Bill Yuchen Lin, Kenny Zhu
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction
Van-Thuy Phi, Joan Santoso, Masashi Shimbo et al.
A Walk-based Model on Entity Graphs for Relation Extraction
Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision
Prachi Jain, Pankaj Kumar, Mausam et al.
Named Entity Recognition With Parallel Recurrent Neural Networks
Andrej Žukov-Gregorič, Yoram Bachrach, Sam Coope
Identification of Alias Links among Participants in Narratives
Sangameshwar Patil, Sachin Pawar, Swapnil Hingmire et al.
Unsupervised Semantic Frame Induction using Triclustering
Dmitry Ustalov, Alexander Panchenko, Andrey Kutuzov et al.
Learning Thematic Similarity Metric from Article Sections Using Triplet Networks
Liat Ein Dor, Yosi Mass, Alon Halfon et al.
Active learning for deep semantic parsing
Long Duong, Hadi Afshar, Dominique Estival et al.
HotFlip: White-Box Adversarial Examples for Text Classification
Javid Ebrahimi, Anyi Rao, Daniel Lowd et al.
Towards Robust and Privacy-preserving Text Representations
Yitong Li, Timothy Baldwin, Trevor Cohn
Word Error Rate Estimation for Speech Recognition: e-WER
Ahmed Ali, Steve Renals
Deep RNNs Encode Soft Hierarchical Syntax
Terra Blevins, Omer Levy, Luke Zettlemoyer
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality
Alexandre Salle, Aline Villavicencio
Continuous Learning in a Hierarchical Multiscale Neural Network
Thomas Wolf, Julien Chaumond, Clement Delangue
Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers
Andre Cianflone, Yulan Feng, Jad Kabbara et al.
Finding syntax in human encephalography with beam search
John Hale, Chris Dyer, Adhiguna Kuncoro et al.
Object-oriented Neural Programming (OONP) for Document Understanding
Zhengdong Lu, Xianggen Liu, Haotian Cui et al.
Supervised Treebank Conversion: Data and Approaches
Xinzhou Jiang, Zhenghua Li, Bo Zhang et al.
Composing Finite State Transducers on GPUs
Arturo Argueta, David Chiang
Pre- and In-Parsing Models for Neural Empty Category Detection
Yufei Chen, Yuanyuan Zhao, Weiwei Sun et al.
Constituency Parsing with a Self-Attentive Encoder
Nikita Kitaev, Dan Klein
Global Transition-based Non-projective Dependency Parsing
Carlos Gómez-Rodríguez, Tianze Shi, Lillian Lee
Neural Factor Graph Models for Cross-lingual Morphological Tagging
Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig