Natural Language Processing
Current projects
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MEGA: Mathematics Explanations through Games by AI LLMs
Background (The Problem): Many students struggle to understand Mathematics (Math) because existing methods for explaining some concepts fall short. This discourages some students from pursuing Math-related disciplines at higher education institutions (HEIs). Particularly, 13% of 15-year-old Swedis...
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KnowIT-FAST Project (2019-2023): Industrial Chatbot for Fault Diagnosis
Damage to paper machines must be foreseen and can be prevented with artificial intelligence in the form of an industrial chatbot. By integrating methods for sensor data analysis with large language models for analysing written assessments of machine damage, routine tasks will be automated, to enable...
Completed projects
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Northvolt-ML-Group Data project
High hiring rate at the company leads to a lot of employees who have questions of which a high perce...
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Limitations of Large Langauge Models
The problem of false attribution is not only an ethical or moral one but also a legal one. It is con...
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Bipol
We address the challenge of how bias in text data can be measured along some of its many axes (e.g. ...
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