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• Neural Response Generation With Dynamic Vocabularies

  Yu Wu, Wei Wu, Dejian Yang, Can Xu, Zhoujun Li

  2018-04-27

• Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence

  Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu

  2018-04-27

• DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding

  Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang

  2018-04-27

• Exploring the Terrain of Metaphor Novelty: A Regression-Based Approach for Automatically Scoring Metaphors

  Natalie Parde, Rodney Nielsen

  2018-04-27

• Learning Multi-Modal Word Representation Grounded in Visual Context

  Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari

  2018-04-27

• Personalizing a Dialogue System With Transfer Reinforcement Learning

  Kaixiang Mo, Yu Zhang, Shuangyin Li, Jiajun Li, Qiang Yang

  2018-04-27

• Addressee and Response Selection in Multi-Party Conversations With Speaker Interaction RNNs

  Rui Zhang, Honglak Lee, Lazaros Polymenakos, Dragomir Radev

  2018-04-27

• FEEL: Featured Event Embedding Learning

  I-Ta Lee, Dan Goldwasser

  2018-04-26

• SPINE: SParse Interpretable Neural Embeddings

  Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy

  2018-04-26

• Effective Broad-Coverage Deep Parsing

  James Allen, Omid Bahkshandeh, William de Beaumont, Lucian Galescu, Choh Man Teng

  2018-04-26

• Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution

  Wenqiang Lei, Yuanxin Xiang, Yuwei Wang, Qian Zhong, Meichun Liu, Min-Yen Kan

  2018-04-26

• Event Representations With Tensor-Based Compositions

  Noah Weber, Niranjan Balasubramanian, Nathanael Chambers

  2018-04-26

• Actionable Email Intent Modeling With Reparametrized RNNs

  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Patrick Pantel

  2018-04-26

• Early Syntactic Bootstrapping in an Incremental Memory-Limited Word Learner

  Sepideh Sadeghi, Matthias Scheutz

  2018-04-26

• Multi-Channel Encoder for Neural Machine Translation

  Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu

  2018-04-26

• Deep Semantic Role Labeling With Self-Attention

  Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi

  2018-04-26

• Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text

  Xu Han, Zhiyuan Liu, Maosong Sun

  2018-04-26

• An Unsupervised Model With Attention Autoencoders for Question Retrieval

  Minghua Zhang, Yunfang Wu

  2018-04-26

• Table-to-Text Generation by Structure-Aware Seq2seq Learning

  Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui

  2018-04-26

• Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence

  Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin

  2018-04-26

• Augmenting End-to-End Dialogue Systems With Commonsense Knowledge

  Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang

  2018-04-26

• AMR Parsing With Cache Transition Systems

  Xiaochang Peng, Daniel Gildea, Giorgio Satta

  2018-04-26

• 280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification

  Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer

  2018-04-26

• Never Retreat, Never Retract: Argumentation Analysis for Political Speeches

  Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata

  2018-04-26

• Event Detection via Gated Multilingual Attention Mechanism

  Jian Liu, Yubo Chen, Kang Liu, Jun Zhao

  2018-04-26