Papers
Neural-Davidsonian Semantic Proto-role Labeling
Rachel Rudinger, Adam Teichert, Ryan Culkin et al.
Generating Syntactic Paraphrases
Emilie Colin, Claire Gardent
SQL-to-Text Generation with Graph-to-Sequence Model
Kun Xu, Lingfei Wu, Zhiguo Wang et al.
Retrieval-Based Neural Code Generation
Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru et al.
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Kun Xu, Lingfei Wu, Zhiguo Wang et al.
Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae, André F. T. Martins, Claire Cardie
A Deep Neural Network Sentence Level Classification Method with Context Information
Xingyi Song, Johann Petrak, Angus Roberts
Supervised Domain Enablement Attention for Personalized Domain Classification
Joo-Kyung Kim, Young-Bum Kim
Compact Personalized Models for Neural Machine Translation
Joern Wuebker, Patrick Simianer, John DeNero
Rapid Adaptation of Neural Machine Translation to New Languages
Graham Neubig, Junjie Hu
Decipherment of Substitution Ciphers with Neural Language Models
Nishant Kambhatla, Anahita Mansouri Bigvand, Anoop Sarkar
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder
Yunsu Kim, Jiahui Geng, Hermann Ney
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
Xinyi Wang, Hieu Pham, Zihang Dai et al.
Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents
Abhijith Athreya Mysore Gopinath, Shomir Wilson, Norman Sadeh
Topic Intrusion for Automatic Topic Model Evaluation
Shraey Bhatia, Jey Han Lau, Timothy Baldwin
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models
Daniel Watson, Nasser Zalmout, Nizar Habash
Coherence-Aware Neural Topic Modeling
Ran Ding, Ramesh Nallapati, Bing Xiang
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier
Jeffrey Lund, Stephen Cowley, Wilson Fearn et al.
A Hierarchical Neural Attention-based Text Classifier
Koustuv Sinha, Yue Dong, Jackie Chi Kit Cheung et al.
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto
Self-Governing Neural Networks for On-Device Short Text Classification
Sujith Ravi, Zornitsa Kozareva
Identifying Well-formed Natural Language Questions
Manaal Faruqui, Dipanjan Das
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning
Yucheng Wang, Zhongyu Wei, Yaqian Zhou et al.