Evolutionary Algorithm

In this paper, we study the problem of "learning new compositions of words from given ones with a specific syntactic struc- ture, e.g., A-N or V-N structures. We first cluster …...

AbstractThis paper proposes a novel method to select sentences for automatic summarization based on an evolutionary algorithm. The algorithm explores candidate summaries space following an objective function computed over ngrams …...

Modern pre-trained language models are mostly built upon backbones stacking self- attention and feed-forward layers in an in- terleaved order. In this paper, beyond this stereotyped layer pattern, we aim …...