add readme
Browse files
README.md
CHANGED
@@ -1 +1,40 @@
|
|
1 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# Amazon ESCI/ESCI-S dataset
|
2 |
+
|
3 |
+
A combination of [Amazon ESCI](https://github.com/amazon-science/esci-data) and [ESCI-S](https://github.com/shuttie/esci-s) datasets in a JSON format.
|
4 |
+
Used for fine-tuning bi- and cross-encoder models in the [Metarank](https://huggingface.co/metarank) project.
|
5 |
+
|
6 |
+
## Dataset format
|
7 |
+
|
8 |
+
The dataset is encoded in a JSON-line format, where each row is a single ranking event,
|
9 |
+
with all item metadata pre-joined. An example:
|
10 |
+
|
11 |
+
|
12 |
+
```json
|
13 |
+
{
|
14 |
+
"query": "!qscreen fence without holes",
|
15 |
+
"e": [
|
16 |
+
{
|
17 |
+
"title": "Zippity Outdoor Products ZP19026 Lightweight Portable Vinyl Picket Fence Kit w/Metal Base(42\" H x 92\" W), White",
|
18 |
+
"desc": "..."
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"title": "Sunnyglade 6 feet x 50 feet Privacy Screen Fence Heavy Duty Fencing Mesh Shade Net Cover for Wall Garden Yard Backyard (6 ft X 50 ft, Green)",
|
22 |
+
"desc": "..."
|
23 |
+
},
|
24 |
+
{
|
25 |
+
"title": "Amgo 6' x 50' Black Fence Privacy Screen Windscreen,with Bindings & Grommets, Heavy Duty for Commercial and Residential, 90% Blockage, Cable Zip Ties Included, (Available for Custom Sizes)",
|
26 |
+
"desc": "..."
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"title": "Amgo 4' x 50' Black Fence Privacy Screen Windscreen,with Bindings & Grommets, Heavy Duty for Commercial and Residential, 90% Blockage, Cable Zip Ties Included, (Available for Custom Sizes)",
|
30 |
+
"desc": "..."
|
31 |
+
}
|
32 |
+
]
|
33 |
+
}
|
34 |
+
|
35 |
+
```
|
36 |
+
|
37 |
+
|
38 |
+
## License
|
39 |
+
|
40 |
+
Apache 2.0
|