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SpanExtractBERT Experiment Results

Uploaded: 2025-12-07 19:53:33

Models

  • models/span_extract_bert/ - Main SpanExtractBERT model
  • models/modernbert_qa/ - ModernBERT-QA baseline
  • models/bert_qa/ - BERT-QA baseline
  • models/no_xattn/ - Ablation without cross-attention

Results

See comparison_results.json for full metrics and significance tests.

Usage

from huggingface_hub import hf_hub_download
import torch

# Download model
model_path = hf_hub_download(
    repo_id="bluecopa/extract-lm",
    filename="models/span_extract_bert/pytorch_model.bin"
)

# Load
model = torch.load(model_path)

Dataset

Training data: bluecopa/smalldocs-jsonextract

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