Scaling causal discovery with multi-agent large language models
Marchioni, Gian Lorenzo (A.A. 2024/2025) Scaling causal discovery with multi-agent large language models. Tesi di Laurea in Advanced statistics, Luiss Guido Carli, relatore Marta Catalano, pp. 73. [Master's Degree Thesis]
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Abstract/Index
Background. Causality. An overview on large language models. Related work. Large scale causal discovery. Causality and large language models. Agentic systems in science. Method. Main idea. RAG and human-in-the-loop. Memory. Explain. Divide. Experiments. Standalone divide evaluation. Standalone conquer evaluation. Complete benchmark.
References
Bibliografia: pp. 59-70.
| Thesis Type: | Master's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Master's Degree Programs > Master's Degree Program in Data Science e Management (LM-91) |
| Chair: | Advanced statistics |
| Thesis Supervisor: | Catalano, Marta |
| Thesis Co-Supervisor: | Martino, Alessio |
| Academic Year: | 2024/2025 |
| Session: | Autumn |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 03 Mar 2026 10:54 |
| Last Modified: | 03 Mar 2026 10:54 |
| URI: | https://tesi.luiss.it/id/eprint/45045 |
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