What is Data Cleaning?

by Shikha Sharma

15/04/2020

What is data cleaning? What is Dirty or Noisy Data? Methods for removing noisy data from the MT training datasets.

Author

Shikha Sharma

Shikha is a Data Engineer at TAUS working on creating and maintaining data pipelines. Her mission is to find trends in datasets and develop algorithms to help make raw data more useful to enterprise users. She focuses on implementing methods to improve data reliability and quality to enrich the TAUS data services.

Data for AI

TAUS Data Sale to Boost Multilingual LLMs

by Anne-Maj van der Meer

11/03/2024

Purchase TAUS's exclusive data collection, featuring close to 7.4 billion words, covering 483 language pairs, now available at discounts exceeding 95% of the original value.

Data for AI

Transforming Translations: The Crucial Role of Language Data in the Age of Large Language Models and Generative AI

by Anne-Maj van der Meer

09/11/2023

Explore the crucial role of language data in training and fine-tuning LLMs and GenAI, ensuring high-quality, context-aware translations, fostering the symbiosis of human and machine in the localization sector.

Data for AI

Domain Adaptation: Types and Methods

by Anne-Maj van der Meer

19/12/2022

Domain adaptation approaches can be categorized into three categories according to the level of supervision used during the training process.