Data classification and indexing

Classify and categorize data with 100% accuracy

Enhanced data organization

Whether it is images, audio, video, text snippets, or long output, our expert labelers train LLMs to categorize and structure vast datasets efficiently. This not only facilitates easier data retrieval but also enables your LLM to access relevant information quickly, enhancing its overall performance.

Improved natural language understanding

Accurate data classification aids LLMs in understanding the nuances of language. By categorizing text based on context, intent, or topic, the model gains the ability to generate more contextually relevant and meaningful responses in a wide range of applications.

Domain-specific knowledge integration

Our data classification services allow LLMs to integrate domain-specific knowledge effectively. By categorizing data into specific domains or industries, you can tailor the model to provide more accurate and industry-relevant information, making it a valuable asset in specialized fields.

Data indexing

Our expert labelers perform essential indexing of your data, enabling your LLM to efficiently retrieve contextually relevant information, improving both user experience and model performance.

Reviews from early adopters

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"We had a novel task that we needed to complete on a short time scale. The Pareto team worked very closely with us to onboard, disambiguate, and scale up for fast task completion. We're continuing to work with the same pool of high quality raters for our newer tasks."

Prajit Ramachandran

Founding Researcher @ Character.AI

Join hundreds of fast-growing teams who count on Pareto to ensure factuality and honesty in their language models.

Classify data across media types

Image classification

Problem

A company needs to train its LLM to accurately identify whether an image contains a sports field or not. The model is prone to misclassifying visual assets, leading to unreliable output.

Solution

Human data labelers, well-versed in image classification, are employed to categorize images based on the presence of a sports field. Their expertise ensures precise and consistent classification results, improving the LLM's capacity to work with categorized image data.

Benefits

• Accuracy: Human data labelers provide consistent and accurate image classification results, minimizing errors.
• Efficiency: By offloading the classification task to experts, the process becomes more efficient, saving time and resources.
• Scalability: Human data labelers can effectively handle large image datasets, making the approach highly scalable.
• Resource optimization: This approach optimizes the use of in-house human resources for more complex tasks.
• Consistency: Ensuring uniform classification results across the image dataset enhances overall data quality.

Text classification

Problem

Manual classification of restaurant menu items based on their descriptions can be time-consuming, error-prone, and challenging to maintain consistency.

Solution

Proficient human data labelers specializing in text classification are engaged to categorize restaurant menu items based on their descriptions. Their expertise ensures accurate categorization, enhancing the organization of menu items.

Benefits

• Consistency: Expert human data labelers maintain a consistent approach to text classification, reducing discrepancies and errors.
• Efficiency: By leveraging experts, the process of categorizing menu items is streamlined, saving time and resources.
• Customization: Human labelers can adapt to specific restaurant needs, creating categories tailored to the menu's unique items.
• Improved user experience: Well-organized menus enhance the customer ordering experience, leading to increased satisfaction.

How it works

Built by and for a new generation of data workers

The infrastructure behind human data collection is antiquated. We’ve joined forces with seasoned data labelers, annotators, prompt engineers, and crowdwork researchers to redefine the relationship between workers and requesters.

Pareto operates on the principles of equitable compensation, collaborative management, and expert evaluation and feedback. Our mission is to empower talented and diverse professionals worldwide to contribute to AI training.

Enterprise-grade scale and quality

Fully managed service

Our project managers are just a Slack message or email away.

24/7 Global support

Our distributed team of experts offer assistance around the clock.

Pay-as-you-go

Up-front and transparent pricing tailored to your project requirements.

Common Questions

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