Understanding Language Variations

We study OpenAI’s models' robustness against noisy inputs, focusing on Japanese dialects and slang to enhance natural language processing accuracy and resilience.

A close-up view of a computer keyboard, featuring a standard layout with English and additional non-Latin characters printed on the keys. The keys are mostly black with white and grey lettering, except for a few keys with orange symbols. The image is slightly out of focus, emphasizing a casual, everyday use context.
A close-up view of a computer keyboard, featuring a standard layout with English and additional non-Latin characters printed on the keys. The keys are mostly black with white and grey lettering, except for a few keys with orange symbols. The image is slightly out of focus, emphasizing a casual, everyday use context.
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A dimly lit scene featuring a vintage book with the title 'Written and Spoken English', placed on a dark wooden surface. Nearby, a small, sculpted incense holder in the shape of a cat emits a thin trail of smoke. In the background, there is a rustic metal coffee pot with coffee beans scattered around.
A dimly lit scene featuring a vintage book with the title 'Written and Spoken English', placed on a dark wooden surface. Nearby, a small, sculpted incense holder in the shape of a cat emits a thin trail of smoke. In the background, there is a rustic metal coffee pot with coffee beans scattered around.
A close-up image of a page from a book, showing text in a serif font with uniform spacing and alignment. The text appears to be in English and covers multiple lines on both pages.
A close-up image of a page from a book, showing text in a serif font with uniform spacing and alignment. The text appears to be in English and covers multiple lines on both pages.

Our Research Focus

Our project examines the impact of regional language variations in Japan on model performance, aiming to improve accuracy in diverse linguistic contexts.

Dialects Study

Exploring language variations and dialects in Japan to enhance model robustness against noisy inputs and improve natural language processing accuracy.

Research

Tokyo, Japan, 100-0001

Hours

9 AM - 5 PM

Robustness

Studying language model accuracy with noisy inputs.

Dialect

Slang

candacealley@neuralinker.cfd

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