Papers
Distributionally Robust Groupwise Regularization Estimator
Jose Blanchet, Yang Kang
A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors
Zeke Xie, Issei Sato
Instance Specific Discriminative Modal Pursuit: A Serialized Approach
Yang Yang, De-Chuan Zhan, Ying Fan et al.
Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems
Vinod Kumar Chauhan, Kalpana Dahiya, Anuj Sharma
A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification
Chih-Yang Hsia, Ya Zhu, Chih-Jen Lin
Limits of End-to-End Learning
Tobias Glasmachers
Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation
Hengyue Pan, Hui Jiang
Tutorial: Making Better Use of the Crowd
Jennifer Wortman Vaughan
Deep Learning for Dialogue Systems
Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür
Deep Learning for Semantic Composition
Xiaodan Zhu, Edward Grefenstette
Multimodal Machine Learning: Integrating Language, Vision and Speech
Louis-Philippe Morency, Tadas Baltrušaitis
NLP for Precision Medicine
Hoifung Poon, Chris Quirk, Kristina Toutanova et al.
How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers
Željko Agić, Natalie Schluter
Character-Aware Neural Morphological Disambiguation
Alymzhan Toleu, Gulmira Tolegen, Aibek Makazhanov
Temporal Orientation of Tweets for Predicting Income of Users
Mohammed Hasanuzzaman, Sabyasachi Kamila, Mandeep Kaur et al.
Recognizing Counterfactual Thinking in Social Media Texts
Youngseo Son, Anneke Buffone, Joe Raso et al.
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter
Svitlana Volkova, Kyle Shaffer, Jin Yea Jang et al.
Determining Whether and When People Participate in the Events They Tweet About
Krishna Chaitanya Sanagavarapu, Alakananda Vempala, Eduardo Blanco
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization
Shuming Ma, Xu Sun, Jingjing Xu et al.
Representing Sentences as Low-Rank Subspaces
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Neural Semantic Parsing over Multiple Knowledge-bases
Jonathan Herzig, Jonathan Berant
Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task
Zheng Cai, Lifu Tu, Kevin Gimpel
Fast and Accurate Neural Word Segmentation for Chinese
Deng Cai, Hai Zhao, Zhisong Zhang et al.