The request to "download transformers 2007 2021 top" reflects a need to curate the most influential Transformer research over a 15-year window. While 2007 predates the Transformer (introduced 2017), we include precursor work on attention and seq2seq modeling. This paper provides a ranked list of top-cited papers, a timeline of breakthroughs, and a meta-analysis of download trends from arXiv, ACL Anthology, and Google Scholar.
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