Papers
Sequence-to-sequence Models for Cache Transition Systems
Xiaochang Peng, Linfeng Song, Daniel Gildea et al.
AMR dependency parsing with a typed semantic algebra
Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie et al.
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback
Carolin Lawrence, Stefan Riezler
Weakly Supervised Semantic Parsing with Abstract Examples
Omer Goldman, Veronica Latcinnik, Ehud Nave et al.
Accelerating Neural Transformer via an Average Attention Network
Biao Zhang, Deyi Xiong, Jinsong Su
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning
Julia Kreutzer, Joshua Uyheng, Stefan Riezler
Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings
Shaohui Kuang, Junhui Li, António Branco et al.
Towards Robust Neural Machine Translation
Yong Cheng, Zhaopeng Tu, Fandong Meng et al.
Question Condensing Networks for Answer Selection in Community Question Answering
Wei Wu, Xu Sun, Houfeng Wang
Denoising Distantly Supervised Open-Domain Question Answering
Yankai Lin, Haozhe Ji, Zhiyuan Liu et al.
Efficient and Robust Question Answering from Minimal Context over Documents
Sewon Min, Victor Zhong, Richard Socher et al.
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension
Zhen Wang, Jiachen Liu, Xinyan Xiao et al.
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Wei Wang, Ming Yan, Chen Wu
Stochastic Answer Networks for Machine Reading Comprehension
Xiaodong Liu, Yelong Shen, Kevin Duh et al.
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra et al.
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction
Zihang Dai, Qizhe Xie, Eduard Hovy
Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data
Harsh Jhamtani, Varun Gangal, Eduard Hovy et al.
A Neural Approach to Pun Generation
Zhiwei Yu, Jiwei Tan, Xiaojun Wan
Learning to Write with Cooperative Discriminators
Ari Holtzman, Jan Buys, Maxwell Forbes et al.
GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data
Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang et al.
A Graph-to-Sequence Model for AMR-to-Text Generation
Linfeng Song, Yue Zhang, Zhiguo Wang et al.
Dating Documents using Graph Convolution Networks
Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray et al.
Improving Entity Linking by Modeling Latent Relations between Mentions
Phong Le, Ivan Titov
Discovering Implicit Knowledge with Unary Relations
Michael Glass, Alfio Gliozzo