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What are some reliable methods to get accurate translations of obscure languages that are not well-supported by popular translation tools?
The ISO 639-3 language code standard recognizes over 7,000 languages, but popular translation tools may not support them all, leaving room for error.
DeepL Translate uses a neural network to learn from millions of translated texts, making it more accurate than rule-based machine translation systems.
The European Union's European Commission uses a hybrid approach, combining machine translation with human post-editing to achieve high-quality translations.
The language code "mis" is reserved for uncoded languages, highlighting the complexity of obscure languages.
Amazon Translate uses a customized approach, allowing clients to fine-tune the translation engine for their specific domain or industry.
The Apache OpenNLP library provides maximum entropy tagging, a statistical approach to part-of-speech tagging, useful for languages with complex grammatical structures.
Yandex Translate's image translation feature uses computer vision and OCR (Optical Character Recognition) to extract text from images.
The Universal Declaration of Human Rights is translated into over 500 languages, making it one of the most translated documents in the world.
The translation industry is expected to grow 12% annually from 2023 to 2025, driven by globalization and digitalization.
The Globalization and Localization Association estimates that for every dollar invested in translation, companies can expect a return of $25 in revenue.
The European Union's Directorate-General for Translation uses a terminology management system to ensure consistency across all EU languages.
The International Organization for Standardization (ISO) provides guidelines for translation quality assessment, emphasizing accuracy, completeness, and style.
In machine translation, the "BLEU score" measures the similarity between machine-translated text and human-translated text, enabling quality evaluation.
The World Intellectual Property Organization (WIPO) provides a terminology database, WIPO Pearl, supporting translations in over 10 languages.
The Unicode Consortium, a non-profit organization, maintains the Unicode Standard, ensuring consistent representation of languages and scripts across devices and platforms.
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