Toloka research
Our approach
At Toloka, we are committed to unlocking AI opportunities. Every day, our researchers tackle pressing AI and ML challenges,
make appearances at prominent global events, and publish their findings in scientific journals. Scroll down to learn more.
Research papers
Browse through some of our latest work.
StarCoder: may the source be with you!
The BigCode community introduces StarCoder and StarCoderBase: 15.5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention.
Read paperResearchReinforcement Learning from Human Feedback: A Tutorial
In this tutorial, we describe the general framework of RLHF and explain the technical procedures required to apply this framework.
Read paperICML 2023Best Prompts for Text-to-Image Models and How to Find Them
We present a human-in-the-loop approach to learning the most useful combination of prompt keywords using a genetic algorithm.
Read paperSIGIR 2023Clustering Without Knowing How To: Application and Evaluation
Our experiments on two different image datasets, dresses from Zalando's FEIDEGGER and shoes from the Toloka Shoes Dataset, confirm that one can yield meaningful clusters with no machine learning algorithms purely with crowdsourcing.
Read paperECIR 2023
Research powered by Toloka
Find out how Toloka powers top-tier research across the globe.
Citing Toloka in research papers
Top science events
We regularly hold tutorials and lead workshops at some of the biggest AI conferences around the globe.
Meet our research team
We thrive on continuous improvement and international cooperation. Contact us on LinkedIn if you’d like to collaborate.
Our collaborators
Building responsible
AI for everyone
responsibly in order to benefit people and society.
