Academic research assistant (m/f/x)
Core
Develop reasoning and generation methods for cooperative LLM agents using personal knowledge bases (PKBs) to tailor communication based on user knowledge and beliefs.
Role type
PhD researcher (Academic research assistant)
Builds
Knowledge-graph-augmented LLMs and cooperative generation systems
Domain
Computer Science, Computational Linguistics, Natural Language Processing
Deliverable
research
Required skills
Large language models, Natural language processing, Computational pragmatics, Knowledge representation, Knowledge graphs, Mechanistic interpretability, RSA-style modelling, Scientific writing
Preferred skills
Experience with RSA-style modelling, Knowledge graphs, Mechanistic interpretability, Top venue publications
Technologies
LLMs, Knowledge graphs, RSA framework
Responsibilities
Investigate knowledge-dependent inference, develop computational models of knowledge states, implement cooperative generation, assess system faithfulness via mechanistic interpretability
Seniority
PhD Candidate
