Fullestop’s Approach to
Text Annotation
We begin by selecting text-rich data resources and tailor them as per the client's requirements. From there, we begin sourcing the tailored data strategically, utilizing every machine learning resource at our disposal. Once identified and collected, all the data is curated and organized by our expert panel. That means ensuring the information collected is accurate, properly labelled, and fully translated into an ideal language for the project training.
Once the text has been processed, a full-scale analysis and annotation are performed. Our expert professional team is trained on project-specific imperatives, from fine-grained grammatical analysis to identification of key subject matter. Furthermore, we can integrate our own data analysis pipeline directly with your machine learning model, taking on management tasks as needed, or simply hand-off the annotated data in the desired format.
A Rich, Unique, and Efficient Labelling Experience
- Integrated quality control and monitoring at every stage allowing annotators to optimize their process.
- Smart automation and pre-built pipeline templates for unmatched efficiency across diverse machine learning projects.
- Nuanced treatment of factors ranging from grammar, word choice, to context to intent.
- Optimized and effective management practised overseen by a team of experts with experience running enterprise-scale data pipeline.
- Deep text annotation centred on client-defined parameters.
High-Quality Accurate Labels
- Precisely processing text-based data with a great level of accuracy to produce high-quality labels.
- Using multi-source, multi-language text data capabilities to increase speed and accuracy and get more precise data output for retraining.
- Reading between the lines to maximize the value of text-based data using our expert panel of human annotators.
Fullestop’s Text Data Annotation Service Offerings
Our end-to-end text annotation services using simple model validations and retraining provide for enterprise quality data even when supporting large scale data collection in support of highly unique analytical parameters. All data collection is customized in response to the individual requirements of our clients. From collecting the data to labelling it in the desired format to provide highly accurate results, Fullestop is your one-stop solution for all your text annotation and machine learning needs.