ColBERT Transformer + Morpheme Tokenizer v4 โ€” EViRAL

Task: Ede query โ†’ Vietnamese passage retrieval

Eval Results

Metric Validation Test
nDCG@1 0.0004 0.0005
nDCG@5 0.0011 0.0013
nDCG@10 0.0017 0.0022
MRR@10 0.0020 0.0023
R@50 0.0202 0.0210
R@100 0.0345 0.0374

Checkpoints

file description
mlm.pt MLM ColBERT encoder weights
align.pt cross-lingual aligned encoder
finetune.pt contrastive fine-tuned encoder (best val)
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Collection including NIRVLab/colbert_morpheme