add model card
Browse files
README.md
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
language:
|
| 4 |
+
- vi
|
| 5 |
+
- ede
|
| 6 |
+
|
| 7 |
+
tags:
|
| 8 |
+
- splade
|
| 9 |
+
- morpheme-tokenizer
|
| 10 |
+
- sparse-retrieval
|
| 11 |
+
- cross-lingual-retrieval
|
| 12 |
+
- information-retrieval
|
| 13 |
+
- EViRAL
|
| 14 |
+
---
|
| 15 |
+
|
| 16 |
+
# SPLADE + Morpheme Tokenizer — EViRAL
|
| 17 |
+
|
| 18 |
+
Cross-lingual retrieval model:
|
| 19 |
+
|
| 20 |
+
Ede query → Vietnamese passage retrieval
|
| 21 |
+
|
| 22 |
+
## Architecture
|
| 23 |
+
|
| 24 |
+
- Backbone: 6-layer Transformer
|
| 25 |
+
- Retrieval head: SPLADE sparse expansion
|
| 26 |
+
- Tokenizer: Morpheme tokenizer v4
|
| 27 |
+
|
| 28 |
+
## Files
|
| 29 |
+
|
| 30 |
+
| File | Description |
|
| 31 |
+
|---|---|
|
| 32 |
+
| mlm.pt | MLM pre-trained encoder |
|
| 33 |
+
| align.pt | Cross-lingual aligned encoder |
|
| 34 |
+
| finetune.pt | Fine-tuned retrieval encoder |
|
| 35 |
+
|
| 36 |
+
## Notes
|
| 37 |
+
|
| 38 |
+
This model replaces vanilla dense retrieval
|
| 39 |
+
with SPLADE sparse lexical expansion while
|
| 40 |
+
keeping the same Transformer backbone.
|