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TMS Pilot Project--Aiden, Emily, Luna, Monica
● Project Timeline○ 5 attempts
Project Process
# Training Tuning Testing BLEU
1 Disc Player manual & TV manual
Disc Player manual & TV manual
Galaxy mobile manual
25.24
2 add 2 monolingual (chs) files
Disc Player manual & TV manual
31.36
3 realign 5 files Disc Player manual & TV manual
30.97
4 (cloned from #2) add 10 files Disc Player manual & TV manual
33.64
5 swap with Tuning swap with Training 34.70 (up 9.46 from #1)
● Project Timeline○ 5 attempts
Project Process
● Problems○ pdf format
Project Process
● Recommended Additional Training for the SMT Engine ○ more accurate alignment○ more specific tuning data
Updated Project Details
● Project Costs○ Training (fixed cost) $20 * 8h * 9 days * 4 members = $5,760○ BEP = 5760/0.04 = 144,000 words
○ 447 words / 17 min * 60 min * 8h = 12,621 ≈ 10,000 words per day
Updated Project Details
○ File Preparation○ Machine Translation○ Human Post-editing○ Reviewing○ Proofreading○ DTP○ Delivery
Recommended Workflow
Translation Workflow
MT-PE Workflow
Memsource
● Quality: Information Completeness, Terminology Accuracy● Timing: (HT-MT)/MTPE=0.75● Cost：(0.2-0.1)/0.2=0.5
Updated Expectation
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