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• Mention and Entity Description Co-Attention for Entity Disambiguation

  Feng Nie, Yunbo Cao, Jinpeng Wang, Chin-Yew Lin, Rong Pan

  2018-04-26

• SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction

  Zhengqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min Zhang

  2018-04-26

• Inference on Syntactic and Semantic Structures for Machine Comprehension

  Chenrui Li, Yuanbin Wu, Man Lan

  2018-04-26

• Hierarchical Attention Flow for Multiple-Choice Reading Comprehension

  Haichao Zhu, Furu Wei, Bing Qin, Ting Liu

  2018-04-26

• Graph Convolutional Networks With Argument-Aware Pooling for Event Detection

  Thien Nguyen, Ralph Grishman

  2018-04-26

• Improving Neural Fine-Grained Entity Typing With Knowledge Attention

  Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun

  2018-04-26

• Generative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation

  Xiaoyan Cai, Junwei Han, Libin Yang

  2018-04-26

• Duplicate Question Identification by Integrating FrameNet With Neural Networks

  Xiaodong Zhang, Xu Sun, Houfeng Wang

  2018-04-26

• S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension

  Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou

  2018-04-26

• Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction

  Lei Sha, Feng Qian, Baobao Chang, Zhifang Sui

  2018-04-26

• Diagnosing and Improving Topic Models by Analyzing Posterior Variability

  Linzi Xing, Michael Paul

  2018-04-26

• Investigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics

  Shaonan Wang, Jiajun Zhang, Nan Lin, Chengqing Zong

  2018-04-26

• Learning Multimodal Word Representation via Dynamic Fusion Methods

  Shaonan Wang, Jiajun Zhang, Chengqing Zong

  2018-04-26

• Scale Up Event Extraction Learning via Automatic Training Data Generation

  Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao

  2018-04-26

• cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

  Shaosheng Cao, Wei Lu, Jun Zhou, Xiaolong Li

  2018-04-27

• Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models

  Bing Liu, Tong Yu, Ian Lane, Ole Mengshoel

  2018-04-27

• Knowledge-based Word Sense Disambiguation using Topic Models

  Devendra Singh Chaplot, Ruslan Salakhutdinov

  2018-04-27

• Learning Interpretable Spatial Operations in a Rich 3D Blocks World

  Yonatan Bisk, Kevin Shih, Yejin Choi, Daniel Marcu

  2018-04-27

• Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling

  Chaitanya Ahuja, Louis-Philippe Morency

  2018-04-27

• Multi-attention Recurrent Network for Human Communication Comprehension

  Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency

  2018-04-27

• Bayesian Verb Sense Clustering

  Daniel Peterson, Martha Palmer

  2018-04-27

• SciTaiL: A Textual Entailment Dataset from Science Question Answering

  Tushar Khot, Ashish Sabharwal, Peter Clark

  2018-04-27

• Memory Fusion Network for Multi-view Sequential Learning

  Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

  2018-04-27

• Learning Latent Opinions for Aspect-level Sentiment Classification

  Bailin Wang, Wei Lu

  2018-04-27

• Multi-Task Learning For Parsing The Alexa Meaning Representation Language

  Vittorio Perera, Tagyoung Chung, Thomas Kollar, Emma Strubell

  2018-04-27