Entity Matching using Large Language Models | ✓ Link | 89.61 | gpt4-0613_zeroshot | 2023-10-17 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 87.10 | gpt-4o-2024-08-06_fine_tuned_wdc_small | 2024-09-12 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 84.38 | gpt-4o-mini-2024-07-18_structured_explanations | 2024-09-12 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 81.61 | gpt-4o-mini-2024-07-18 | 2024-09-12 |
WDC Products: A Multi-Dimensional Entity Matching Benchmark | ✓ Link | 79.99 | RoBERTa-SupCon | 2023-01-23 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 76.70 | Llama3.1_70B_structured_explanations | 2024-09-12 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 75.20 | Llama3.1_70B | 2024-09-12 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 74.37 | Llama3.1_8B_error-based_example_selection | 2024-09-12 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 74.13 | Llama3.1_8B_structured_explanations | 2024-09-12 |
WDC Products: A Multi-Dimensional Entity Matching Benchmark | ✓ Link | 73.93 | Ditto | 2023-01-23 |
WDC Products: A Multi-Dimensional Entity Matching Benchmark | ✓ Link | 72.18 | RoBERTa-base | 2023-01-23 |
WDC Products: A Multi-Dimensional Entity Matching Benchmark | ✓ Link | 71.40 | HG | 2023-01-23 |
Fine-tuning Large Language Models for Entity Matching | ✓ Link | 53.36 | Llama3.1_8B | 2024-09-12 |