Papers
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?
Fréderic Godin, Kris Demuynck, Joni Dambre et al.
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting
Katharina Kann, Hinrich Schütze
Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Xi Victoria Lin, Richard Socher, Caiming Xiong
[RETRACTED] Playing 20 Question Game with Policy-Based Reinforcement Learning
Huang Hu, Xianchao Wu, Bingfeng Luo et al.
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Yi Luan, Luheng He, Mari Ostendorf et al.
Embedding Multimodal Relational Data for Knowledge Base Completion
Pouya Pezeshkpour, Liyan Chen, Sameer Singh
Knowledge Graph Embedding with Hierarchical Relation Structure
Zhao Zhang, Fuzhen Zhuang, Meng Qu et al.
Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation
Renjie Zheng, Mingbo Ma, Liang Huang
Learning Neural Templates for Text Generation
Sam Wiseman, Stuart Shieber, Alexander Rush
Integrating Transformer and Paraphrase Rules for Sentence Simplification
Sanqiang Zhao, Rui Meng, Daqing He et al.
Variational Autoregressive Decoder for Neural Response Generation
Jiachen Du, Wenjie Li, Yulan He et al.
Automatic Poetry Generation with Mutual Reinforcement Learning
Xiaoyuan Yi, Maosong Sun, Ruoyu Li et al.
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces
Anthony Rios, Ramakanth Kavuluru
Topic Memory Networks for Short Text Classification
Jichuan Zeng, Jing Li, Yan Song et al.
Investigating Capsule Networks with Dynamic Routing for Text Classification
Wei Zhao, Jianbo Ye, Min Yang et al.
Zero-shot User Intent Detection via Capsule Neural Networks
Congying Xia, Chenwei Zhang, Xiaohui Yan et al.
Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification
Kelsey Ball, Dan Garrette
Code-switched Language Models Using Dual RNNs and Same-Source Pretraining
Saurabh Garg, Tanmay Parekh, Preethi Jyothi
On the Strength of Character Language Models for Multilingual Named Entity Recognition
Xiaodong Yu, Stephen Mayhew, Mark Sammons et al.
Word Embeddings for Code-Mixed Language Processing
Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing
Yadollah Yaghoobzadeh, Hinrich Schütze
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation
Yilin Yang, Liang Huang, Mingbo Ma
Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach
Thuy-Trang Vu, Gholamreza Haffari