941 citations · 5.4k across the 87 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CL2016★ 62 cited
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction
Yichun Yin, Furu Wei, Li Dong +3
In this paper, we develop a novel approach to aspect term extraction based on unsupervised learning of distributed representations of words and dependency paths. The basic idea is…
cs.CL2016★ 187 cited
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng, Li Dong, Mirella Lapata
In this paper we address the question of how to render sequence-level networks better at handling structured input. We propose a machine reading simulator which processes text incr…
cs.CL2016★ 117 cited
Language to Logical Form with Neural Attention
Li Dong, Mirella Lapata
Semantic parsing aims at mapping natural language to machine interpretable meaning representations. Traditional approaches rely on high-quality lexicons, manually-built templates,…