TAUS is a leading global provider of high-quality data with 13+ years of experience. We specialize in domain-specific language data for Machine Learning in addition to data generation by global communities of data contributors, data crawling, annotation, and custom data solutions.
This product consists of one bilingual dataset to be used in the training and customization of machine translation output. The dataset includes 38,471 source segments in the Retail, Wholesale, Distribution and Ecommerce domain in the English - Spanish language pair.
Test Results with Provisoned BLEU Score Increase
By customizing Amazon Translate Active Custom Translation with TAUS Ecommerce English-
Spanish training data the test set BLEU score improves by almost 6 points. This is a significant improvement in machine translation quality for this language pair and domain.
This numerical score improvement is supported by analyzing segments that improved
significantly according to the semantic quality measure COMET: translations became more
fluent and adhered better to the terminology used in the Ecommerce domain, particularly for
electronics.
Evaluation Report Download
Polyglot Technology LLC was tasked to independently evaluate the quality of machine translation of Amazon Translate customized with TAUS Data (using Amazon Translate Active Custom Translation) compared to non-customized Amazon Translate. The detailed evaluation report specific to this dataset can be found here.
Support and Contact
For any questions and further information about the wide range of data solutions TAUS offers contact us via sales@taus.net
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This listing uses a single pricing dimension: Product Access (Units). You buy access as a set quantity of units under a contract. There are no separate tiers, instance sizes, or usage add-ons to compare. Pricing scales with the number of units you purchase. The product provides machine translation training data for the retail and ecommerce domain, covering English to Spanish. You select the unit quantity that matches your data needs and pay for that access under the contract term.
Top-of-mind questions for buyers
What does one unit of Product Access represent for this training data?
A unit grants access to the machine translation training data for the retail and ecommerce domain, covering the English to Spanish language pair. You buy the unit quantity that matches your data needs. The count reflects your access level under the contract, not a per-character or per-word usage meter.
What data format and content should I expect from this training dataset?
The data is multilingual training data curated for AI, large language model, and machine translation engine development. It focuses on the retail and ecommerce domain for English to Spanish. Datasets are provided in structured formats. For specific format details or volume beyond your unit purchase, contact the vendor.
Can the dataset be customized or expanded for other domains or language pairs?
This listing covers the retail and ecommerce domain for English to Spanish. The vendor offers data collection, annotation, and custom sourcing for other domains or language combinations. Those custom services are arranged separately and are not part of this Product Access purchase. Contact the vendor to discuss tailored data needs.
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TAUS is a leading global provider of high-quality data with 13+ years of experience. We specialize in domain-specific language data for Machine Learning in addition to data generation by global communities of data contributors, data crawling, annotation, and custom data solutions. The various data types we support include text, audio, and image with text being the main focus. In this listing we provide language datasets for MT training.