In-house vs Crowdsourced Data Labeling: Pros, Cons, and Use Cases

Download our guide to learn more about pros and cons of different approaches to data labeling and explore real-life cases. This guide will be particularly helpful to you if you write and implement ML algorithms.

Oct 25th 2021
Tolokers from Around the Globe: A Camping Enthusiast and a Book Lover Share Their Stories

Today, we’re talking to Andressa from Brazil and Ashish from India who’ve agreed to have a chat with us to offer their perspective on what it’s like to be a Toloker in 2021.

Sep 30th 2021
Aggregating Categorical Replies via Crowdsourcing: Two Classical Algorithms

Successful aggregation of data lies at the heart of crowdsourcing. This article in the form of a hands-on demo will briefly look at how categorical responses can be aggregated using two classical algorithms — Majority Vote and Dawid-Skene — to help you meet your data labeling goals even faster.

Sep 20th 2021
Toloka's New Features: Multilingual Support, Language-verified Tolokers, and Global Skills

We have great news: three new features have been added to our platform that will make your Toloka experience smoother. And you’ll get more accurately labeled data faster, too!

Sep 2nd 2021
Most Struggle with Data Labeling in Vain, Reveals a New Survey of The Sequence Readers

About a month ago, we partnered with The Sequence and conducted a web survey that asked ML engineers, data scientists, and AI aficionados alike to answer questions about their data labeling habits and techniques. The results led to surprising conclusions.

Aug 31st 2021
Crowdsourcing for the Media: Entertainment and News

Crowdsourcing can offer a lot beyond data labeling and AI – from crowd journalism that provides information to crowd art that inspires and captivates. What’s promising from the perspective of business is that crowdsourcing can help companies grow in seemingly unexpected ways.

Aug 18th 2021
Toloka Global Community: Join, Learn, and Contribute

We’re excited to announce our latest initiative – Toloka Global Community. It’s a platform where data scientists, ML engineers, and anyone interested in crowd science can exchange their opinions, share experiences, and fine-tune Toloka from the inside.

Aug 5th 2021
Spatial Crowdsourcing with Toloka Kit

In this article, we'd like to talk about how Toloka Kit can help you set up a spatial crowdsourcing project.

Jul 15th 2021
From Training to Hiring: Toloka Connects Graduates and Companies

We now connect our graduates with employers around the globe. If your company is looking for the best and the brightest crowdsourcing experts, get in touch with us now and your vacancy will reach fresh talent in no time!

Jul 8th 2021
ICML 2021 Essentials: Toloka Workshop on July 18

We’re counting down to the International Conference on Machine Learning (ICML) — the leading global conference in the field of AI and ML. As a Gold Level sponsor of this year’s event, Toloka will present a comprehensive 4-hour virtual workshop titled “High-Quality Data Labeling at Scale with Toloka” on July 18.

Jul 6th 2021
Translating through Crowdsourcing: The AliExpress Story

With many businesses looking for quick and simple localization solutions, crowdsourcing has opened exciting new possibilities that some of the largest companies in the world are already taking full advantage of. Let’s look at how Toloka recently developed a successful translation algorithm for AliExpress.

Jun 30th 2021
From New Logo to Women in Tech: Toloka in April and May

We’re here to bring you a brief recap of the most recent and relevant events at Toloka. Let’s have a look at what we’ve all been up to in our digital hive.

Jun 16th 2021
Toloka’s Quality-to-Price Ratio is Hard to Beat: A Case Study from Japan

When a Japanese startup approached Toloka’s partner Roman Kucev with 34,000 images from various TV shows and a seemingly daunting task of labeling human faces in every one of those images, they asked for 3 things: we want it done well, we want it done fast, and we want it done cheap… To the clients’ delight, 3 weeks later, the task was completed at a fraction of the expected cost.

Jun 7th 2021
Toloka's Three Muskateers: Stories from Around the Globe

We love learning about ambitious Tolokers and finding out why individuals join Toloka. This time, we have three personal stories to share from Latin America, Asia, and Africa.

May 27th 2021

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