59 citations · 112 across the 9 of their papers we have counts for
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cs.CR2017★ 59 cited
Automatic Detection of Malware-Generated Domains with Recurrent Neural Models
Pierre Lison, Vasileios Mavroeidis
Modern malware families often rely on domain-generation algorithms (DGAs) to determine rendezvous points to their command-and-control server. Traditional defence strategies (such a…
cs.CL2017★ 12 cited
Redefining Context Windows for Word Embedding Models: An Experimental Study
Pierre Lison, Andrey Kutuzov
Distributional semantic models learn vector representations of words through the contexts they occur in. Although the choice of context (which often takes the form of a sliding win…
cs.CL2017
Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models
Pierre Lison, Serge Bibauw
Neural conversational models require substantial amounts of dialogue data for their parameter estimation and are therefore usually learned on large corpora such as chat forums or m…