Papers
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation
Xin Tan, Longyin Zhang, Deyi Xiong et al.
Investigating Multilingual NMT Representations at Scale
Sneha Kudugunta, Ankur Bapna, Isaac Caswell et al.
Controlling Text Complexity in Neural Machine Translation
Sweta Agrawal, Marine Carpuat
Simple, Scalable Adaptation for Neural Machine Translation
Ankur Bapna, Orhan Firat
Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation
Zhengxin Yang, Jinchao Zhang, Fandong Meng et al.
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog
Panupong Pasupat, Sonal Gupta, Karishma Mandyam et al.
Dependency Parsing for Spoken Dialog Systems
Sam Davidson, Dian Yu, Zhou Yu
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders
Andrew Drozdov, Patrick Verga, Yi-Pei Chen et al.
Towards Making a Dependency Parser See
Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
Robust Navigation with Language Pretraining and Stochastic Sampling
Xiujun Li, Chunyuan Li, Qiaolin Xia et al.
Grounding learning of modifier dynamics: An application to color naming
Xudong Han, Philip Schulz, Trevor Cohn
WSLLN:Weakly Supervised Natural Language Localization Networks
Mingfei Gao, Larry Davis, Richard Socher et al.
REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning
Ming Jiang, Junjie Hu, Qiuyuan Huang et al.
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering
Soravit Changpinyo, Bo Pang, Piyush Sharma et al.
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations
Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding
Quynh Do, Judith Gaspers
Improving Generative Visual Dialog by Answering Diverse Questions
Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra et al.
Efficient Convolutional Neural Networks for Diacritic Restoration
Sawsan Alqahtani, Ajay Mishra, Mona Diab
Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model
Hyun-Je Song, Seong-Bae Park
Encoders Help You Disambiguate Word Senses in Neural Machine Translation
Gongbo Tang, Rico Sennrich, Joakim Nivre
A Regularization-based Framework for Bilingual Grammar Induction
Yong Jiang, Wenjuan Han, Kewei Tu
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos et al.
Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation
Raj Dabre, Atsushi Fujita, Chenhui Chu
Self-Attention with Structural Position Representations
Xing Wang, Zhaopeng Tu, Longyue Wang et al.
Speculative Beam Search for Simultaneous Translation
Renjie Zheng, Mingbo Ma, Baigong Zheng et al.