Innovative Multilingual Emotion Research

We specialize in multilingual emotion analysis, utilizing advanced models to understand emotional narratives across diverse languages and contexts.

A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.

A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.

A collection of eggs features hand-drawn expressive faces, each displaying different emotions. The eggs are arranged closely together in an egg carton. One egg is brown with a sad face, while the others are white with happy, angry, or surprised expressions.

A collection of eggs features hand-drawn expressive faces, each displaying different emotions. The eggs are arranged closely together in an egg carton. One egg is brown with a sad face, while the others are white with happy, angry, or surprised expressions.

A laptop displays a screen with the title 'ChatGPT: Optimizing Language Models for Dialogue', accompanied by descriptive text. The background shows a blurred image of a sandwich, and there's a white cup on the wooden table next to the laptop.

A laptop displays a screen with the title 'ChatGPT: Optimizing Language Models for Dialogue', accompanied by descriptive text. The background shows a blurred image of a sandwich, and there's a white cup on the wooden table next to the laptop.

Our Research Phases

Our research encompasses data collection, model fine-tuning, emotional topology generation, and validation to enhance cross-lingual emotional understanding.

Emotion Analysis Services

We specialize in multilingual emotion correlation tasks using advanced AI techniques for comprehensive emotional insights.

Data Collection Phase

Collect and annotate narrative texts in multiple languages to build a rich emotional corpus.

A warmly lit scene features a decorative light bulb encased in a woven metal wire structure, casting a soft glow against a textured wall backdrop. Below, two cartoonish emoji faces with cheerful expressions are positioned, one with its tongue out and the other smiling broadly.

A warmly lit scene features a decorative light bulb encased in a woven metal wire structure, casting a soft glow against a textured wall backdrop. Below, two cartoonish emoji faces with cheerful expressions are positioned, one with its tongue out and the other smiling broadly.

Model Fine-Tuning

Utilize GPT-4 API for fine-tuning models focused on cross-lingual emotion correlation and semantic alignment.

Dynamic Emotional Topologies

Extract emotional nodes and analyze dependencies using graph neural networks for deeper insights.

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.

A collection of smooth stones arranged on a textured surface, each featuring a painted face displaying a variety of emotions including happiness, sadness, surprise, and anger. The stones are of different shapes, sizes, and colors, creating a playful and whimsical assortment.

A collection of smooth stones arranged on a textured surface, each featuring a painted face displaying a variety of emotions including happiness, sadness, surprise, and anger. The stones are of different shapes, sizes, and colors, creating a playful and whimsical assortment.

A close-up of a wall or board covered with various words in bold white letters, each conveying different emotions or concepts, on a dark background. The perspective is slightly angled, adding depth.

A close-up of a wall or board covered with various words in bold white letters, each conveying different emotions or concepts, on a dark background. The perspective is slightly angled, adding depth.

Emotion

Exploring emotional narratives across languages through innovative research design.

A large group of people gathered closely together, with a range of emotional expressions visible on their faces. Some individuals are visibly upset or crying, while others look pensive or sad. A few people are wearing masks, and most are dressed in dark clothing. The setting appears to be a crowded indoor space with dim lighting.

A large group of people gathered closely together, with a range of emotional expressions visible on their faces. Some individuals are visibly upset or crying, while others look pensive or sad. A few people are wearing masks, and most are dressed in dark clothing. The setting appears to be a crowded indoor space with dim lighting.

A close-up black and white photograph of a person experiencing a strong emotion, likely during an intense moment or expression of agony. The person's mouth is open wide, eyes are partially closed, and the features are dramatically lit, highlighting the texture of the skin and hair.

A close-up black and white photograph of a person experiencing a strong emotion, likely during an intense moment or expression of agony. The person's mouth is open wide, eyes are partially closed, and the features are dramatically lit, highlighting the texture of the skin and hair.

A hand holding a smartphone displaying a language selection screen with several language options including Azerbaijani, Bosnian, English, and others. The screen shows a light background with a circular selection indicator next to English.

A hand holding a smartphone displaying a language selection screen with several language options including Azerbaijani, Bosnian, English, and others. The screen shows a light background with a circular selection indicator next to English.

A close-up of a person's face with expressions indicating intense emotion, possibly yelling or expressing strong feelings. The lighting is bright and the person's features, including a beard and open mouth, are prominently visible.

A close-up of a person's face with expressions indicating intense emotion, possibly yelling or expressing strong feelings. The lighting is bright and the person's features, including a beard and open mouth, are prominently visible.