Misfueling of a general aviation aircraft with a Jet Fuel instead of an Avgas can have dire consequences. In this paper simple non-destructive testing method is proposed using two capacitive fuel senders that are vertically displaced in a fuel tank by a small distance to detect such situation. Method is based on different readings for the same fuel level in a tank (as fuel senders are displaced...

In this paper, we address the problem of predicting one of three functions for the English pronoun ‘it’: anaphoric, event reference or pleonastic. This disambiguation is valuable in the context of machine translation and coreference resolution. We present experiments using a MAXENT classifier trained on gold-standard data and self-training experiments of an RNN trained on silver-standard data, ...