HY-HNMT

Description

Owner: jorgtied
Affiliation: University of Helsinki
Languages: English to Finnish
Citation:
Web site: https://github.com/robertostling/hnmt
Notes:
Helsinki Neural Machine Translation system (HNMT)

Submitted Runs

Test Set Run Notes Uploaded File BLEU BLEU-cased IGNORE BLEU (11b) IGNORE BLEU-cased (11b) IGNORE BLEU-cased-norm TER zz BEER 2.0 zzz CharactTER
newstest2017 HNMT with hybrid encoder and BPE decoder, backtranslated training data, ensemble of 4 systems with averaging of 4 savepoints each, with dash re-ranking download

21.0

20.6

21.0

20.6

21.4

0.680

0.563

0.557

newstest2017 HNMT with hybrid encoder and BPE decoder, backtranslated training data, ensemble of 4 systems with averaging of 4 savepoints each, without dash re-ranking download

20.1

19.7

20.1

19.7

20.6

0.712

0.560

0.565

newstest2017 character-based model download

19.5

19.1

19.5

19.1

19.8

0.685

0.559

0.565

newstest2017 training data combined with SMT translations, BPE on both sides download

17.2

16.8

17.2

16.8

17.6

0.746

0.544

0.588

newstest2017 download

21.1

20.7

21.1

20.7

21.4

0.676

0.565

0.554

newstest2017 download

20.6

20.3

20.6

20.3

21.1

0.687

0.561

0.560

newstest2017 ... after the deadline (combination with PBSMT) download

19.8

19.3

19.8

19.3

20.0

0.698

0.559

0.564

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