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Sequencing Legal DNA: NLP for Law and Political Economy
Last Updated: 2026-02-05 15:54:25
Abstract
This course explores the application of natural language processing techniques to texts in law, politics, and the news media.
Objective
Students will be introduced to a broad array of tools in natural language processing (NLP). They will learn to evaluate and apply NLP tools to a variety of problems. The applications will focus on social-science contexts, including law, politics, and the news media. Topics include text classification, topic modeling, transformers, model explanation, and bias in language.
Content
NLP technologies have the potential to assist judges and other decision-makers by making tasks more efficient and consistent. On the other hand, language choices could be biased toward some groups, and automated systems could entrench those biases. We will explore the use of NLP for social science research, not just in the law but also in politics, the economy, and culture. We will explore, critique, and integrate the emerging set of tools for debiasing language models and think carefully about how notions of fairness should be applied in this domain.
General Information
- Language
- English
- Levels
- DS , DR , MSC
- Frequency
- Yearly recurring
Examination
- Type
- graded semester performance
Course Components
| Type | Title | Time & Place | Hours |
|---|---|---|---|
| lecture | Sequencing Legal DNA: NLP for Law and Political Economy |
|
2 h weekly |
Offered In
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GESS Science in Perspective (Only the courses listed below will be recognized as "GESS Science in Perspective" courses. Further below you will find courses under the category "Type B courses Reflections about subject specific methods and content" as well as the language courses. During the Bachelor’s degree Students should acquire at least 6 ECTS and during the Master’s degree 2 ECTS. Students who already took a course within their main study program are NOT allowed to take the course again.)
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Type A: Enhancement of Reflection Competence (Suitable for all students. Students who already took a course within their main study program are NOT allowed to take the course again.)
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Type B: Reflection About Subject-Specific Methods and Contents (Subject-specific courses: Recommended for bachelor students after their first-year examination and for all master- or doctoral students. Students who already took a course within their main study program are NOT allowed to take the same course again. All these courses are listed under the category “Typ A”, this means, every student can enroll in these courses.)
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Doctoral Department of Humanities, Social and Political Sciences (More Information at: )
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