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• Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation

  Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu

  2017-02-12

• Deterministic Attention for Sequence-to-Sequence Constituent Parsing

  Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita

  2017-02-12

• Variational Autoencoder for Semi-Supervised Text Classification

  Weidi Xu, Haoze Sun, Chao Deng, Ying Tan

  2017-02-12

• Unsupervised Learning for Lexicon-Based Classification

  Jacob Eisenstein

  2017-02-12

• Condensed Memory Networks for Clinical Diagnostic Inferencing

  Aaditya Prakash, Siyuan Zhao, Sadid Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri

  2017-02-12

• Distinguish Polarity in Bag-of-Words Visualization

  Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok Choudhary

  2017-02-12

• Active Discriminative Text Representation Learning

  Ye Zhang, Matthew Lease, Byron Wallace

  2017-02-12

• Coherent Dialogue with Attention-Based Language Models

  Hongyuan Mei, Mohit Bansal, Matthew Walter

  2017-02-12

• A Context-Enriched Neural Network Method for Recognizing Lexical Entailment

  Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv

  2017-02-12

• Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving

  Subhro Roy, Dan Roth

  2017-02-12

• SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents

  Ramesh Nallapati, Feifei Zhai, Bowen Zhou

  2017-02-12

• Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems

  Saku Sugawara, Hikaru Yokono, Akiko Aizawa

  2017-02-12

• Efficiently Answering Technical Questions — A Knowledge Graph Approach

  Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen

  2017-02-12

• Improving Multi-Document Summarization via Text Classification

  Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei

  2017-02-12

• Neural Bag-of-Ngrams

  Bofang Li, Tao Liu, Zhe Zhao, Puwei Wang, Xiaoyong Du

  2017-02-12

• Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions

  Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao

  2017-02-12

• SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions

  Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu

  2017-02-12

• Incorporating Knowledge Graph Embeddings into Topic Modeling

  Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen

  2017-02-12

• Neural Machine Translation with Reconstruction

  Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li

  2017-02-12

• Estimating Uncertainty Online Against an Adversary

  Volodymyr Kuleshov, Stefano Ermon

  2017-02-13

• Multiclass Capped ℓp-Norm SVM for Robust Classifications

  Feiping Nie, Xiaoqian Wang, Heng Huang

  2017-02-13

• Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning

  Apoorv Aggarwal, Sandip Ghoshal, Ankith Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain

  2017-02-13

• Semi-Supervised Classifications via Elastic and Robust Embedding

  Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang

  2017-02-13

• Where to Add Actions in Human-in-the-Loop Reinforcement Learning

  Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović

  2017-02-13

• Local Centroids Structured Non-Negative Matrix Factorization

  Hongchang Gao, Feiping Nie, Heng Huang

  2017-02-13