Character Language Model

AbstractCharacter language models have access to surface morphological patterns, but it is not clear whether or how they learn abstract morphological regularities. We instrument a character language model with several …...

AbstractRecent advances in language modeling using recurrent neural networks have made it viable to model language as distributions over characters. By learning to predict the next character on the basis …...

Recently, many studies indicate that charac- ter language model can capture syntactic- semantic word features, resulting in state-of- the-art performance in typical NLP sequence labeling tasks. This paper shows the …...