The double-edged effect of multilingual generative models on the preservation and erosion of endangered languages

Collecting, modeling, and validating data for endangered language preservation and cultural diversity.

Preserving Endangered Languages Together

We collect and analyze diverse datasets to develop innovative models that support the preservation of endangered languages and their cultural heritage through effective data-driven strategies.

A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.
A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.

Endangered Language Solutions

We specialize in data collection, model design, and validation for endangered language preservation.

Data Collection Services
A mural features rows of stylized profile portraits in various vibrant colors. Each row is accompanied by a phrase about communication in different languages, including English, Spanish, and Chinese. The artwork uses contrast between bright neon colors and a dark background to highlight the faces.
A mural features rows of stylized profile portraits in various vibrant colors. Each row is accompanied by a phrase about communication in different languages, including English, Spanish, and Chinese. The artwork uses contrast between bright neon colors and a dark background to highlight the faces.

Collect and preprocess diverse datasets of endangered languages for effective representation and analysis.

A sign held up with bold text stating 'Correct Pronoun Usage Saves Lives,' featuring a background with black, yellow, white, and purple colors. Nearby, there are small rainbow flags waving. The surroundings include some greenery and a blurred sign indicating an entrance.
A sign held up with bold text stating 'Correct Pronoun Usage Saves Lives,' featuring a background with black, yellow, white, and purple colors. Nearby, there are small rainbow flags waving. The surroundings include some greenery and a blurred sign indicating an entrance.
Colorful wooden signs with various languages, including Chinese, Korean, and English, are stacked on a pole. They are painted in bright colors with different messages and symbols.
Colorful wooden signs with various languages, including Chinese, Korean, and English, are stacked on a pole. They are painted in bright colors with different messages and symbols.
Model Design Services

Develop multilingual models to evaluate language preservation and erosion effects efficiently.

Validate model effectiveness through experiments and real-world datasets in various language scenarios.

Validation Services

Language Preservation

Innovative approaches to safeguard endangered languages through technology.

A large mural on the side of a building features a section of diverse languages with the phrase 'I love you' written in multiple scripts. Above this is a painted figure of a woman in a blue dress with an accompanying speech bubble.
A large mural on the side of a building features a section of diverse languages with the phrase 'I love you' written in multiple scripts. Above this is a painted figure of a woman in a blue dress with an accompanying speech bubble.
Data Collection

Collecting diverse datasets of endangered languages and cultures.

An open bilingual book with text in two languages, possibly English and Chinese, lies on a soft white surface. A pair of glasses rests above the book, and to the right, there is a sprig of small white dried flowers.
An open bilingual book with text in two languages, possibly English and Chinese, lies on a soft white surface. A pair of glasses rests above the book, and to the right, there is a sprig of small white dried flowers.
Model Design

Creating models to evaluate language preservation and erosion.

A blue sign with gold letters in both a local language and English, advertising a foreign language specialized school. The sign is situated outside a building surrounded by trees and lit by natural sunlight.
A blue sign with gold letters in both a local language and English, advertising a foreign language specialized school. The sign is situated outside a building surrounded by trees and lit by natural sunlight.
A wooden signboard in a natural setting contains information about biodiversity conservation. The sign features text in both Portuguese and English, accompanied by images of various reptiles and other animals. The background shows lush green foliage, indicating a forest or a nature reserve environment.
A wooden signboard in a natural setting contains information about biodiversity conservation. The sign features text in both Portuguese and English, accompanied by images of various reptiles and other animals. The background shows lush green foliage, indicating a forest or a nature reserve environment.
Experiments

Validating models with real-world datasets for effectiveness.

Strategy Optimization

Enhancing algorithms for better language preservation outcomes.

Preservation

Innovative solutions for endangered language sustainability.

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