notesum.ai
Published at November 3Ontology Population using LLMs
cs.AI
cs.CL
Released Date: November 3, 2024
Authors: Sanaz Saki Norouzi1, Adrita Barua1, Antrea Christou2, Nikita Gautam1, Andrew Eells1, Pascal Hitzler1, Cogan Shimizu2
Aff.: 1Kansas State University, Manhattan, Kansas, USA; 2Wright State University, Dayton, Ohio, USA

| LLM Model | Avg % | Ttl % | #F | AvgA % | TtlA % |
| GPT4_Enslaved_MainAgent | 82.30 | 81.60 | 14 | 88.55 | 88.09 |
| GPT4_Enslaved_notrestrictedToMAgent | 87.87 | 86.82 | 4 | 89.11 | 88.69 |
| GPT4_WB_MainAgent | 77.08 | 76.10 | 25 | 88.02 | 87.63 |
| GPT4_WB_notrestrictedToMAgent | 85.03 | 84.12 | 7 | 87.69 | 87.34 |
| GPT-4_Summarization_Enslaved | 81.16 | 80.86 | 0 | 81.16 | 80.86 |
| GPT-4_Summarization_WB | 82.60 | 82.03 | 0 | 82.60 | 82.03 |
| llama_WB_MainAgent | 71.17 | 70.88 | 6 | 73.64 | 73.20 |
| llama_WB_notrestrictedToMAgent | 71.25 | 70.63 | 2 | 71.92 | 71.41 |