972 citations · 2.3k across the 31 of their papers we have counts for
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cs.LG2017★ 2 cited
Object-oriented Neural Programming (OONP) for Document Understanding
Zhengdong Lu, Xianggen Liu, Haotian Cui +2
We propose Object-oriented Neural Programming (OONP), a framework for semantically parsing documents in specific domains. Basically, OONP reads a document and parses it into a pred…
cs.LG2016★ 5 cited
Coupling Distributed and Symbolic Execution for Natural Language Queries
Lili Mou, Zhengdong Lu, Hang Li +1
Building neural networks to query a knowledge base (a table) with natural language is an emerging research topic in deep learning. An executor for table querying typically requires…
cs.LG2014
A Parallel and Efficient Algorithm for Learning to Match
Jingbo Shang, Tianqi Chen, Hang Li +2
Many tasks in data mining and related fields can be formalized as matching between objects in two heterogeneous domains, including collaborative filtering, link prediction, image t…