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metadata
tags:
  - multilingual
datasets:
  - xquad

bert-base-multilingual-uncased for multilingual QA

Overview

Language Model: bert-base-multilingual-uncased
Downstream task: Extractive QA
Training data: XQuAD
Testing Data: XQuAD

Hyperparameters

batch_size = 48
n_epochs = 6
max_seq_len = 384
doc_stride = 128
learning_rate = 3e-5

Performance

Evaluated on held-out test set from XQuAD

"exact_match": 64.6067415730337,
"f1": 79.52043478874286,
"test_samples": 2384