Papers
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
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
Bingfeng Luo, Yansong Feng, Zheng Wang et al.
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules
Xiaoshi Zhong, Aixin Sun, Erik Cambria
Automatically Labeled Data Generation for Large Scale Event Extraction
Yubo Chen, Shulin Liu, Xiang Zhang et al.
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization
Akira Sasaki, Kazuaki Hanawa, Naoaki Okazaki et al.
An Unsupervised Neural Attention Model for Aspect Extraction
Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.
Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network
Abhijit Mishra, Kuntal Dey, Pushpak Bhattacharyya
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors
Xuepeng Wang, Kang Liu, Jun Zhao
Topically Driven Neural Language Model
Jey Han Lau, Timothy Baldwin, Trevor Cohn
Deep Learning in Semantic Kernel Spaces
Danilo Croce, Simone Filice, Giuseppe Castellucci et al.
Learning attention for historical text normalization by learning to pronounce
Marcel Bollmann, Joachim Bingel, Anders Søgaard
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
Zhe Gan, Chunyuan Li, Changyou Chen et al.
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
Chunting Zhou, Graham Neubig
Aggregating and Predicting Sequence Labels from Crowd Annotations
An Thanh Nguyen, Byron Wallace, Junyi Jessy Li et al.
A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing
Daniel Fernández-González, Carlos Gómez-Rodríguez
A* CCG Parsing with a Supertag and Dependency Factored Model
Masashi Yoshikawa, Hiroshi Noji, Yuji Matsumoto
Verb Physics: Relative Physical Knowledge of Actions and Objects
Maxwell Forbes, Yejin Choi
FOIL it! Find One mismatch between Image and Language caption
Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich et al.