Wei‐Ying Ma

Collaborative Knowledge Base Embedding for Recommender Systems

2016

Among different recommendation techniques, collaborative filtering usually suffer from limited performance due to the sparsity of user-item interactions. To address the issues, auxiliary information is usually used to boost the performance. Due to the rapid …

How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation

2016

Recently a few systems for automatically solving math word problems have reported promising results. However, the datasets used for evaluation have limitations in both scale and diversity. In this paper, we build a large-scale dataset …

Dual Learning for Machine Translation

2016 · arXiv (Cornell University)

While neural machine translation (NMT) is making good progress in the past two years, tens of millions of bilingual sentence pairs are needed for its training. However, human labeling is very costly. To tackle this …