Papers
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation
Mohammadreza Soltani, Chinmay Hegde
Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation
Bénédicte Pierrejean, Ludovic Tanguy
Towards Reading Comprehension for Long Documents
Yuanxing Zhang, Yangbin Zhang, Kaigui Bian et al.
Towards Reverse-Engineering Black-Box Neural Networks
Seong Joon Oh, Max Augustin, Mario Fritz et al.
Towards Robust and Privacy-preserving Text Representations
Yitong Li, Timothy Baldwin, Trevor Cohn
Towards Robust Detection of Adversarial Examples
Tianyu Pang, Chao Du, Yinpeng Dong et al.
Towards Robust Interpretability with Self-Explaining Neural Networks
David Alvarez Melis, Tommi Jaakkola
Towards Robust Neural Machine Translation
Yong Cheng, Zhaopeng Tu, Fandong Meng et al.
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime Carbonell
Towards Single Word Lexical Complexity Prediction
David Alfter, Elena Volodina
Towards Synthesizing Complex Programs From Input-Output Examples
Xinyun Chen, Chang Liu, Dawn Song
Towards Temporal Modelling of Categorical Speech Emotion Recognition
Wenjing Han, Huabin Ruan, Xiaomin Chen et al.
Towards Text Generation with Adversarially Learned Neural Outlines
Sandeep Subramanian, Sai Rajeswar Mudumba, Alessandro Sordoni et al.
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation
Parnia Bahar, Christopher Brix, Hermann Ney
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization
Tianyi Liu, Shiyang Li, Jianping Shi et al.
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings
Sebastian D. Goodfellow, Andrew Goodwin, Robert Greer et al.
Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation
Liwei Wang, Lunjia Hu, Jiayuan Gu et al.
Towards Understanding Text Factors in Oral Reading
Anastassia Loukina, Van Rynald T. Liceralde, Beata Beigman Klebanov
Towards Understanding the Geometry of Knowledge Graph Embeddings
Chandrahas, Aditya Sharma, Partha Talukdar
Towards Universal Dialogue State Tracking
Liliang Ren, Kaige Xie, Lu Chen et al.
Towards Universal Representation for Unseen Action Recognition
Yi Zhu, Yang Long, Yu Guan et al.
Toward Universal Dependencies for Shipibo-Konibo
Alonso Vasquez, Renzo Ego Aguirre, Candy Angulo et al.
TRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING’18
Ritesh Kumar, Guggilla Bhanodai, Rajendra Pamula et al.
Tracking Multiple Objects Outside the Line of Sight Using Speckle Imaging
Brandon M. Smith, Matthew O'Toole, Mohit Gupta