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Aligning LLMs to Low-Resource Languages

Conference

Aligning LLMs to Low-Resource Languages

This tutorial provides a detailed guide on collecting data for aligning large language models (LLMs) with low-resource languages (LRLs).

Feb 22, 2024

00:00 GMT+2

Nazar Beknazarov
Ahmet Üstün
Marzieh Fadaee
Aligning LLMs to Low-Resource Languages

Conference

Aligning LLMs to Low-Resource Languages

This tutorial provides a detailed guide on collecting data for aligning large language models (LLMs) with low-resource languages (LRLs).

Feb 22, 2024

00:00 GMT+2

Nazar Beknazarov
Ahmet Üstün
Marzieh Fadaee
Aligning LLMs to Low-Resource Languages

Conference

Aligning LLMs to Low-Resource Languages

This tutorial provides a detailed guide on collecting data for aligning large language models (LLMs) with low-resource languages (LRLs).

Feb 22, 2024

00:00 GMT+2

Nazar Beknazarov
Ahmet Üstün
Marzieh Fadaee
Aligning LLMs to Low-Resource Languages

Conference

Aligning LLMs to Low-Resource Languages

This tutorial provides a detailed guide on collecting data for aligning large language models (LLMs) with low-resource languages (LRLs).

Feb 22, 2024

00:00 GMT+2

Nazar Beknazarov
Ahmet Üstün
Marzieh Fadaee

Aligning LLMs to Low-Resource Languages

Where:

Date:

Feb 22, 2024

00:00 GMT+2

Aligning LLMs to Low-Resource Languages

Where:

Date:

Feb 22, 2024

00:00 GMT+2

Aligning LLMs to Low-Resource Languages

Where:

Date:

Feb 22, 2024

00:00 GMT+2

Aligning LLMs to Low-Resource Languages

Where:

Date:

Feb 22, 2024

00:00 GMT+2

Overview

This tutorial provides a detailed guide on collecting data for aligning large language models (LLMs) with low-resource languages (LRLs). It addresses the challenge of data scarcity in these languages and introduces a pipeline for generating high-quality data, using Swahili as a primary example. The tutorial covers strategies for dataset collection and alignment of LLMs to LRLs, offering comprehensive guidance on producing and utilizing high-quality data for language technology development in under-resourced languages.

Materials

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Toloka representatives

Nazar Beknazarov
Nazar Beknazarov
Nazar Beknazarov

Toloka AI

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Ahmet Üstün
Ahmet Üstün
Ahmet Üstün

Cohere for AI

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Marzieh Fadaee
Marzieh Fadaee
Marzieh Fadaee

Toloka

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Natalia Fedorova

Toloka Partnership Manager

Profile link

Sergey Koshelev

Toloka AI

Profile link

Alisa Smirnova

Toloka AI

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