3 papers
cs.CL2021
Predictive Representation Learning for Language Modeling
Qingfeng Lan, Luke Kumar, Martha White +1
To effectively perform the task of next-word prediction, long short-term memory networks (LSTMs) must keep track of many types of information. Some information is directly related…
cs.LG2019
Gene Expression based Survival Prediction for Cancer Patients: A Topic Modeling Approach
Luke Kumar, Russell Greiner
Cancer is one of the leading cause of death, worldwide. Many believe that genomic data will enable us to better predict the survival time of these patients, which will lead to bett…
cs.CL2018
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering
Mohomed Shazan Mohomed Jabbar, Luke Kumar, Hamman Samuel +4
Duplicate question detection is an ongoing challenge in community question answering because semantically equivalent questions can have significantly different words and structures…