Master Thesis on Large Language Models for Patent Retrieval - remote possible
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Monthly Salary:
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
Patent retrieval is a highly important task for patent professionals in many stages of the patent lifecycle. Current retrieval systems use term frequencies or neural embeddings to retrieve relevant prior art from a large index. LLMs could function as powerful rerankers and improve retrieval results.
- Your Master thesis aims to assess the efficacy of LLM-based rerankers for patent retrieval.
- Furthermore you will research state-of-the-art methods from the literature and analyze their performance in the context of patent data.
- In addition you will implement computational experiments to identify advantages over prior methods as well as areas for improvement and develop novel approaches to address identified limitations.
- If interested you can participate in publishing the work at a major NLP conference or workshop.
Qualifications :
- Education: Master studies in the field of AI Computer Science Software Engineering or comparable with very good grades
- Experience and Knowledge: profound knowledge of Machine Learning Large Language Models programming in Python and PyTorch; experience with Information Retrieval Linux and LaTeX; prior knowledge of patents is an advantage
- Personality and Working Practice: you excel at working autonomously systematically organizing your tasks and applying analytical thinking to solve complex problems
- Work Routine: mobile working within Germany
- Languages: proficient in German or English
Additional Information :
Start: according to prior agreement
Duration: 6 months
You want to work flexibly from your home in Germany or prefer working at the Bosch location in Renningen For positions with the addition remote possible you can agree on the appropriate collaboration for your task together with your manager and your team within the framework of Smart Work.
Requirement for this thesis is the enrollment at university. Please attach your CV transcript of records examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore we welcome all applications regardless of gender age disability religion ethnic origin or sexual identity.
Need further information about the job
Valentin Knappich (Functional Department)
49
#LI-DNI
Remote Work :
No
Employment Type :
Full-time
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About Company
Bosch first started in Vietnam with a representative office in 1994. Bosch has its main office in Ho Chi Minh City, with branch offices in Hanoi and Da Nang, and a Powertrain Solutions plant in the Dong Nai province to manufacture pushbelt for continuously variable transmissions (CVT) ... View more
