N-граммалық репрезентациялар

In this paper we look at the conjugation of the Romanian verb, in particular, at its ir- regularities, from a machine learning point of view. Our attempt is to predict …...

Often the bottleneck in document classifica- tion is finding good representations that zoom in on the most important aspects of the doc- uments. Most research uses n-gram repre- sentations, but …...

AbstractInput optimization methods, such as Google Deep Dream, create interpretable representations of neurons for computer vision DNNs. We propose and evaluate ways of transferring this technology to NLP. Our results …...

AbstractThe pre-training of text encoders normally processes text as a sequence of tokens corresponding to small text units, such as word pieces in English and characters in Chinese. It omits …...