| Entity Matching using Large Language Models | ✓ Link | 95.78 | gpt4-0613_zeroshot | 2023-10-17 |
| Supervised Contrastive Learning for Product Matching | ✓ Link | 94.29 | RoBERTa-SupCon | 2022-02-04 |
| Fine-tuning Large Language Models for Entity Matching | ✓ Link | 94.09 | gpt-4o-mini-2024-07-18_fine_tuned | 2024-09-12 |
| Fine-tuning Large Language Models for Entity Matching | ✓ Link | 92.20 | gpt-4o-2024-08-06 | 2024-09-12 |
| Probing the Robustness of Pre-trained Language Models for Entity Matching | ✓ Link | 90.90 | RobEM | 2022-10-01 |
| Entity Resolution with Hierarchical Graph Attention Networks | ✓ Link | 89.8 | HG | 2022-06-01 |
| Deep Entity Matching with Pre-Trained Language Models | ✓ Link | 89.33 | Ditto | 2020-04-01 |
| Fine-tuning Large Language Models for Entity Matching | ✓ Link | 87.68 | gpt-4o-mini-2024-07-18 | 2024-09-12 |
| Fine-tuning Large Language Models for Entity Matching | ✓ Link | 87.34 | Meta-Llama-3.1-8B-Instruct_fine_tuned | 2024-09-12 |
| Profiling Entity Matching Benchmark Tasks | ✓ Link | 85.00 | Random Forest | 2020-10-19 |
| Dual-Objective Fine-Tuning of BERT for Entity Matching | ✓ Link | 83.44 | JointBERT | 2021-06-01 |
| Fine-tuning Large Language Models for Entity Matching | ✓ Link | 79.12 | Meta-Llama-3.1-70B-Instruct | 2024-09-12 |
| Domain Adaptation for Deep Entity Resolution: A Design Space Exploration | ✓ Link | 72.60 | DADER-MMD | 2022-06-01 |
| Deep Learning for Entity Matching: A Design Space Exploration | ✓ Link | 62.80 | DeepMatcher - Hybrid | 2018-05-01 |
| Fine-tuning Large Language Models for Entity Matching | ✓ Link | 56.57 | Meta-Llama-3.1-8B-Instruct | 2024-09-12 |
| Deduplication Over Heterogeneous Attribute Types (D-HAT) | ✓ Link | 53.9 | D-HAT | 2022-11-24 |