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Intento Enterprise MT Hub
The document discusses strategies for maximizing the benefits of machine translation (MT) by utilizing a multi-engine approach tailored to specific project needs. It highlights the importance of customization based on data volume and quality, along with the challenges of evaluating and integrating MT vendors. Additionally, it presents the functionalities of the Intento Enterprise MT Hub for managing and optimizing MT portfolios effectively.
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Intento Enterprise MT Hub
- 1. HOW TO GET THEMOST OUT OF MT Konstantin Savenkov CEO Intento, Inc. https://inten.to INTENTO
- 2. MT Quality Varies July2018 January 2019 and changing fast! Across Domains and Languages
- 3. MT Learning CurvesVary Customization Depends On Data Volume and Quality
- 4. Multi-engine approach toMT Best of breed MT for every project Future-proof ROI Increasingly used by large LSP and enterprises
- 5. Challenges • evaluation MTVendorsMT Consumers ? … TMS CMS Support Sales IT Desk
- 6. Challenges • evaluation • integration … MTPortfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines MT Consumers
- 7. Challenges • evaluation • Integration •orchestration … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
- 8. Challenges • evaluation • Integration •orchestration • MT routing … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
- 9. Challenges • evaluation • Integration •orchestration • MT routing • limits, retries, failovers … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
- 10. Challenges • evaluation • Integration •orchestration • MT routing • limits, retries, failovers • usage & cost tracking … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
- 11. Challenges • evaluation • integration •orchestration • MT routing • limits, retries, failovers • usage & cost tracking • asset and model lifecycle mgmt. … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
- 12. Challenges • evaluation • integration •orchestration • MT routing • limits, retries, failovers • usage & cost tracking • asset and model lifecycle mgmt. • maintenance … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
- 13. Intento Enterprise MTHub MT Vendors INTENTO MT Scoring LQA integrations Data CleaningA single place to evaluate, access and manage MT Portfolio
- 14. Intento Enterprise MTHub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors
- 15. Intento Enterprise MTHub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers
- 16. Intento Enterprise MTHub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers Segmenting and batching
- 17. Intento Enterprise MTHub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers Single MT dashboard Segmenting and batching
- 18. Intento Enterprise MTHub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers Single MT dashboard Segmenting and batching MT lifecycle management ϐ
- 19. Scenarios - Evaluation •Extract text content from various files and perform sentence alignment • Build a list of candidate engines based language pairs and available training assets • Web interface to try different engines • Evaluate pre-trained MT engines • Train and evaluate custom NMT models • Extract most decisive segments for human review
- 20. Scenarios - Implementation •Corporate translation portal • On-the-fly website translation • Multi-engine translation for TMS (XLIFF connectors) • Customer support translation (incl. support chats) • Cross-language information retrieval (patents, eDiscovery)
- 21. Changed The MTGame for 40+ Clients Intento, Inc. hello@inten.to INTENTO