1. ONEs - OHT NMT Evaluation score
One Hour Translation
ONEs - OHT NMT Evaluation score
Ofer SHOSHAN, CEO
We are hiring!
ISRAEL | USA / CA, DC, NY Romania | Singapore | Germany | Ukraine

2. One Hour Translation World’s largest online translation agency
Covering 100 languages
25,000+ active linguists in 100+ countries
Tens of thousands of paying customers
Hundreds of thousands of projects a month
~200 employees in 7 offices around the world

3. Few of our customers

4. Neural Machine Translation is the future
NMT passed in 2 years all other MT technologies
NMT improvements depend on quality rating and on compute power.

5. NMT is limited by the feedback’s quality
To improve, NMT makers use software
Quality rating systems e.g. BLEU, TER, METEOR
Trying to guess what a human would say
These systems are not good enough!

6. OHT’s experience Over 150 million words in NMT projects
SW cannot guess the rating human will give
Humans are needed to drive improvements

7. There is a better way! ONEs - OHT NMT Evaluation score
Human based quality index.
Simple!

8. ONEs - doing it right 10 types of material
40 strings per type of material of 12 words
10 language pairs
30 Reviewers per batch
Per 1 NMT engine
i.e. 10*40*10*30 = 120,000 strings, 1.4 million words, are evaluated per 1 NMT engine

9. Q ONEs

10. Q ONEs

11. OHT Hybrid Our NMT related services include:
Hybrid translation : NMT + human post-editing + human QA
NMT training and scoring.
ONEs - data for decision support

12. Thank you! ofer@onehourtranslation.com
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