Papers
Sequence-to-Dependency Neural Machine Translation
Shuangzhi Wu, Dongdong Zhang, Nan Yang et al.
Modeling Source Syntax for Neural Machine Translation
Junhui Li, Deyi Xiong, Zhaopeng Tu et al.
Generating Contrastive Referring Expressions
Martín Villalba, Christoph Teichmann, Alexander Koller
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams, Kavosh Asadi, Geoffrey Zweig
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders
Tiancheng Zhao, Ran Zhao, Maxine Eskenazi
Domain Attention with an Ensemble of Experts
Young-Bum Kim, Karl Stratos, Dongchan Kim
Affect-LM: A Neural Language Model for Customizable Affective Text Generation
Sayan Ghosh, Mathieu Chollet, Eugene Laksana et al.
Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance
Yang Xu, David Reitter
Representations of language in a model of visually grounded speech signal
Grzegorz Chrupała, Lieke Gelderloos, Afra Alishahi
Alignment at Work: Using Language to Distinguish the Internalization and Self-Regulation Components of Cultural Fit in Organizations
Gabriel Doyle, Amir Goldberg, Sameer Srivastava et al.
Attention-over-Attention Neural Networks for Reading Comprehension
Yiming Cui, Zhipeng Chen, Si Wei et al.
Deep Keyphrase Generation
Rui Meng, Sanqiang Zhao, Shuguang Han et al.
Improved Neural Relation Detection for Knowledge Base Question Answering
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan et al.
Deep Pyramid Convolutional Neural Networks for Text Categorization
Rie Johnson, Tong Zhang
MORSE: Semantic-ally Drive-n MORpheme SEgment-er
Tarek Sakakini, Suma Bhat, Pramod Viswanath
Predicting Native Language from Gaze
Yevgeni Berzak, Chie Nakamura, Suzanne Flynn et al.
Found in Translation: Reconstructing Phylogenetic Language Trees from Translations
Ella Rabinovich, Noam Ordan, Shuly Wintner
Joint CTC/attention decoding for end-to-end speech recognition
Takaaki Hori, Shinji Watanabe, John Hershey
Learning Word-Like Units from Joint Audio-Visual Analysis
David Harwath, James Glass
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots
Yu Wu, Wei Wu, Chen Xing et al.
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
Bhuwan Dhingra, Lihong Li, Xiujun Li et al.
Deep Semantic Role Labeling: What Works and What’s Next
Luheng He, Kenton Lee, Mike Lewis et al.
Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks
William Foland, James H. Martin
Learning bilingual word embeddings with (almost) no bilingual data
Mikel Artetxe, Gorka Labaka, Eneko Agirre
A Syntactic Neural Model for General-Purpose Code Generation
Pengcheng Yin, Graham Neubig