1.9k citations · 10.4k across the 198 of their papers we have counts for
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3 papers · 1 filter
cs.CL2016★ 43 cited
Improving Multi-Document Summarization via Text Classification
Ziqiang Cao, Wenjie Li, Sujian Li +1
Developed so far, multi-document summarization has reached its bottleneck due to the lack of sufficient training data and diverse categories of documents. Text classification just…
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.IR2016★ 98 cited
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
Ziqiang Cao, Wenjie Li, Sujian Li +2
Query relevance ranking and sentence saliency ranking are the two main tasks in extractive query-focused summarization. Previous supervised summarization systems often perform the…