Attention Is All You Need
evidence
The transformer replaces recurrence and convolution with attention alone, is more parallelisable, and was shown superior in quality on two machine translation tasks while requiring significantly less time to train. V55 verification basis: the proceedings were not fetched; search results carried the author list, the venue, the Long Beach dates of 4–9 December 2017, the page range and the substance of the abstract and attributed them to the NeurIPS proceedings. The paper's arXiv identifier, its 2017 preprint date and its reported BLEU scores were explicitly NOT confirmed by retrieval and are not asserted anywhere in this pack.
A evidence is not a place. Drawing it on a map would assert something about the world that no stored fact supports.
Evidence · 0
This object cites no evidence.
Timeline
No dated observations are stored for this object. Atlas shows what was observed and when — it does not infer a history.
Connections · 0
Assembled narrative · 0
This object does not clear the publishing floor: an assembled narrative needs a description and at least one cited piece of evidence.
Observed changes · 0
No public Signals are attached to this object. Signals show what changed and when it was observed — never a direction or a rank.
Actions
/atlas?object=EVIDENCE_EV_VASWANI_2017_TRANSFORMER