BertLang is a webapp that contains info about BERT models.
Do you want to add a new model? we currently store all the information in a .json file static/data/data_example.json.
See the following example for the Italian BERT, ALBERTO.
{
"name": "ALBERTO",
"language": "Italian",
"tasks": [
{
"source": "http://ceur-ws.org/Vol-2481/paper57.pdf",
"code": "https://github.com/marcopoli/AlBERTo-it",
"name": "SA",
"dataset": {
"name": "SENTIPOLC 2016",
"link": "http://www.di.unito.it/~tutreeb/sentipolc-evalita16/data.html",
"domain": "twitter"
},
"measure": "F1 (test)",
"performance": 72.23,
"multi_lingual": "nan",
"multi_difference": "nan"
},
{
"name": "SC",
"source": "http://ceur-ws.org/Vol-2481/paper57.pdf",
"code": "https://github.com/marcopoli/AlBERTo-it",
"dataset": {
"name": "SENTIPOLC 2016",
"link": "http://www.di.unito.it/~tutreeb/sentipolc-evalita16/data.html",
"domain": "twitter"
},
"measure": "F1 (test)",
"performance": 79.06,
"multi_lingual": "nan",
"multi_difference": "nan"
},
{
"name": "ID",
"source": "http://ceur-ws.org/Vol-2481/paper57.pdf",
"code": "https://github.com/marcopoli/AlBERTo-it",
"dataset": {
"name": "SENTIPOLC 2016",
"link": "http://www.di.unito.it/~tutreeb/sentipolc-evalita16/data.html",
"domain": "twitter"
},
"measure": "F1 (test)",
"performance": 60.9,
"multi_lingual": "nan",
"multi_difference": "nan"
}
]
}We are keeping this structure that is easy to parse and to check. If you find errors or you have something to add, you can modify it and send us a pull requests
- Debora Nozza - debora.nozza@unibocconi.it
- Federico Bianchi - federico.bianchi@unibocconi.it
- Dirk Hovy - dirk.hovy@unibocconi.it
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