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• Incrementally Learning the Hierarchical Softmax Function for Neural Language Models

  Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu

  2017-02-12

• A Dynamic Window Neural Network for CCG Supertagging

  Huijia Wu, Jiajun Zhang, Chengqing Zong

  2017-02-12

• Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding

  Xiaolong Wang, Jingjing Wang, Chengxiang Zhai

  2017-02-12

• Geometry of Compositionality

  Hongyu Gong, Suma Bhat, Pramod Viswanath

  2017-02-12

• S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions

  Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen

  2017-02-12

• Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision

  Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun

  2017-02-12

• Bayesian Neural Word Embedding

  Oren Barkan

  2017-02-12

• Incorporating Expert Knowledge into Keyphrase Extraction

  Sujatha Das Gollapalli, Xiao-li Li, Peng Yang

  2017-02-12

• Learning Context-Specific Word/Character Embeddings

  Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang

  2017-02-12

• Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation

  Iulian Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville

  2017-02-12

• A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

  Iulian Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio

  2017-02-12

• Unsupervised Learning of Evolving Relationships Between Literary Characters

  Snigdha Chaturvedi, Mohit Iyyer, Hal Daume III

  2017-02-12

• Topic Aware Neural Response Generation

  Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma

  2017-02-12

• Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge

  Matt Gardner, Jayant Krishnamurthy

  2017-02-12

• Joint Copying and Restricted Generation for Paraphrase

  Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li

  2017-02-12

• Translation Prediction with Source Dependency-Based Context Representation

  Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu

  2017-02-12

• A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media

  Hangfeng He, Xu Sun

  2017-02-12

• Mechanism-Aware Neural Machine for Dialogue Response Generation

  Ganbin Zhou, Ping Luo, Rongyu Cao, Fen Lin, Bo Chen, Qing He

  2017-02-12

• Neural Machine Translation Advised by Statistical Machine Translation

  Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang

  2017-02-12

• Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms

  Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao

  2017-02-12

• Disambiguating Spatial Prepositions Using Deep Convolutional Networks

  Kaveh Hassani, Won-Sook Lee

  2017-02-12

• Recurrent Attentional Topic Model

  Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang

  2017-02-12

• Maximum Reconstruction Estimation for Generative Latent-Variable Models

  Yong Cheng, Yang Liu, Wei Xu

  2017-02-12

• Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network

  Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme

  2017-02-12

• BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings

  Biao Zhang, Deyi Xiong, Jinsong Su

  2017-02-12