| | --- |
| | language: |
| | - en |
| | metrics: |
| | - accuracy |
| | --- |
| | |
| | Fine-Tuned [BLINK](https://github.com/facebookresearch/blink/) CrossEncoder. |
| | - Base model: https://huggingface.co/UnlikelyAI/crossencoder-wiki-large |
| | - Training data: |
| | - 20% (stratified by source dataset) of the following [entity resolution benchmarks](https://console.cloud.google.com/bigquery?ws=!1m4!1m3!3m2!1sunlikelyaiprincipal!2sfixed): |
| | - handwritten_entity_linking |
| | - wikibank_entity_linking |
| | - kilt_entity_linking |
| | - jobe_entity_linking |
| | - qald9_entity_linking |
| | - Training setup: |
| | - 1 L4 GPU (23GB) |
| | - batch_size = 1 |
| | - gradient_accumulation_steps = 8 |
| | - type_optimization = "all_encoder_layers" (i.e. ["additional", "bert_model.encoder.layer"]) |
| | - n_epochs = 2 |
