27 citations · 137 across the 8 of their papers we have counts for
8 papers
Practical Program Repair via Preference-based Ensemble Strategy
Wenkang Zhong, Chuanyi Li, Kui Liu +5
To date, over 40 Automated Program Repair (APR) tools have been designed with varying bug-fixing strategies, which have been demonstrated to have complementary performance in terms…
Soliton linear-wave scattering in a Kerr microresonator
Pierce C. Qureshi, Vincent Ng, Farhan Azeem +5
The nonlinear scattering of a linear optical wave from a conservative soliton has been widely studied in optical fibers as a mechanism for nonlinear frequency conversion. Here we e…
Synergy between Machine/Deep Learning and Software Engineering: How Far Are We?
Simin Wang, Liguo Huang, Jidong Ge +5
Since 2009, the deep learning revolution, which was triggered by the introduction of ImageNet, has stimulated the synergy between Machine Learning (ML)/Deep Learning (DL) and Softw…
Origins of clustered frequency combs in Kerr microresonators
Noel Lito B. Sayson, Hoan Pham, Karen E. Webb +6
Recent experiments have demonstrated the generation of widely-spaced parametric sidebands that can evolve into "clustered" optical frequency combs in Kerr microresonators. Here we…
WikiRank: Improving Keyphrase Extraction Based on Background Knowledge
Yang Yu, Vincent Ng
Keyphrase is an efficient representation of the main idea of documents. While background knowledge can provide valuable information about documents, they are rarely incorporated in…
Narrowing the Modeling Gap: A Cluster-Ranking Approach to Coreference Resolution
Altaf Rahman, Vincent Ng
Traditional learning-based coreference resolvers operate by training the mention-pair model for determining whether two mentions are coreferent or not. Though conceptually simple a…
Which Clustering Do You Want? Inducing Your Ideal Clustering with Minimal Feedback
Sajib Dasgupta, Vincent Ng
While traditional research on text clustering has largely focused on grouping documents by topic, it is conceivable that a user may want to cluster documents along other dimensions…
Cause Identification from Aviation Safety Incident Reports via Weakly Supervised Semantic Lexicon Construction
Muhammad Arshad Ul Abedin, Vincent Ng, Latifur Khan
The Aviation Safety Reporting System collects voluntarily submitted reports on aviation safety incidents to facilitate research work aiming to reduce such incidents. To effectively…