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Study the paper

Attention Is All You Need

Lessons, visuals, quizzes, flashcards, and resources—organized in teaching order.

All activities

Empirical Performance and Generalization

BLEU scores and training costs on WMT 2014 translation tasks: BLEU

Interactive study view

BLEU scores and training costs on WMT 2014 translation tasks: BLEU

Paper evidence

Compare reconciled BLEU values reported by the paper.

BLEU, point 1: 1, 27.3BLEU, point 2: 2, 28.4BLEU, point 3: 3, 38.1BLEU, point 4: 4, 41.8

Reported result (row)

BLEU (BLEU)

  • BLEU
BLEU scores and training costs on WMT 2014 translation tasks: BLEU data
SeriesReported resultBLEUProvenance
BLEU127.3Paper evidence
BLEU228.4Paper evidence
BLEU338.1Paper evidence
BLEU441.8Paper evidence