57 citations · 168 across the 9 of their papers we have counts for
9 papers
Collaborative Residual Metric Learning
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
In collaborative filtering, distance metric learning has been applied to matrix factorization techniques with promising results. However, matrix factorization lacks the ability of…
Modeling sequential annotations for sequence labeling with crowds
Xiaolei Lu, Tommy W. S. Chow
Crowd sequential annotations can be an efficient and cost-effective way to build large datasets for sequence labeling. Different from tagging independent instances, for crowd seque…
Weak Disambiguation for Partial Structured Output Learning
Xiaolei Lu, Tommy W. S. Chow
Existing disambiguation strategies for partial structured output learning just cannot generalize well to solve the problem that there are some candidates which can be false positiv…
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction
Xiaolei Lu, Tommy W. S. Chow
Existing methods for keyphrase extraction need preprocessing to generate candidate phrase or post-processing to transform keyword into keyphrase. In this paper, we propose a novel…
Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization
Hadrien Van Lierde, Tommy W. S. Chow
Existing graph-based methods for extractive document summarization represent sentences of a corpus as the nodes of a graph or a hypergraph in which edges depict relationships of le…
Query-oriented text summarization based on hypergraph transversals
Hadrien Van Lierde, Tommy W. S. Chow
Existing graph- and hypergraph-based algorithms for document summarization represent the sentences of a corpus as the nodes of a graph or a hypergraph in which the edges represent…