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HumanAI Content Translation: EasyTranslate’s HumanAI Blends LLMs and Humans for Improved Translation Services
Introduction:
EasyTranslate’s New Course: HumanAI Blends LLMs and Humans for Enhanced Translation Services
Background:
- Content Translation Market: The global market for content translation services has been growing gradually. Companies with international reach require precise translations to communicate efficiently across borders.
- Traditional Approach: Most translation services rely on machine-generated content, with negligible human editing. But this approach often lacks context and requires human involvement to guarantee accuracy.
- EasyTranslate’s Evolution: EasyTranslate was founded in 2010. It initially used machine learning models to match freelance translators with specific content types. Now, it’s fluctuating toward an AI-driven model called HumanAI.
The HumanAI Platform:
- Flipping the Model: HumanAI reverses the traditional approach. Instead of depending exclusively on humans, it blends large language models (LLMs) with short-term memory to improve translation accuracy.
- Reducing Costs and Time: By involving humans only where necessary, HumanAI speeds up the translation process and lowers costs.
- Customized Content Translation: The platform uses a mix of LLMs, including OpenAI’s model, along with its own recommendation systems. It powers customer data to provide tailored translations.
- Semantic Search and Retrieval Augmented Generation: HumanAI routes content into a database, allowing semantic searches and creating short-term memory with LLMs. This preserves meaning during translation.
The Secret Sauce: LLMs and Customer-Specific Data:
- Generating Short-Term Memory: LLMs play a key role in creating short-term memory. The platform reads generic English translations and transforms them into specific English.
- Localization Process: EasyTranslate combines neural machine translation engines with customer-specific data. This move from generic language to customer-specific language guarantees accurate localization.
Conclusion:
EasyTranslate’s HumanAI represents a hopeful step in content translation. By combining AI and human expertise, it purposes to transform the industry, providing accurate translations professionally.
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