Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Sub-tasks:
named-entity-recognition
Languages:
Italian
Size:
10K - 100K
License:
File size: 2,657 Bytes
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---
language:
- it
language_details: it-IT
license: cc-by-nc-sa-4.0
task_categories:
- text-classification
task_ids:
- named-entity-recognition
size_categories:
- 10K<n<100K
configs:
- config_name: adg
data_files:
- split: train
path: "adg_train.jsonl"
- split: dev
path: "adg_dev.jsonl"
- split: test
path: "adg_test.jsonl"
- split: trial
path: "adg_trial.jsonl"
- split: reduced_test
path: "sampled_adg_test.jsonl"
- config_name: fic
data_files:
- split: train
path: "fic_train.jsonl"
- split: dev
path: "fic_dev.jsonl"
- split: test
path: "fic_test.jsonl"
- split: trial
path: "fic_trial.jsonl"
- split: reduced_test
path: "sampled_fic_test.jsonl"
- config_name: wn
data_files:
- split: train
path: "wn_train.jsonl"
- split: dev
path: "wn_dev.jsonl"
- split: test
path: "wn_test.jsonl"
- split: trial
path: "wn_trial.jsonl"
- split: reduced_test
path: "sampled_wn_test.jsonl"
---
# Data for the NERMuD shared task (Evalita 2023)
This data is the one used for the [NERMuD shared task](https://nermud.fbk.eu/) organized
at [Evalita 2023](https://www.evalita.it/campaigns/evalita-2023/).
The dataset contains the Wikinews, fiction, and De Gasperi subsets of [KIND](https://github.com/dhfbk/KIND), where test data is used for development.
## Content of the dataset
| Split | Sentences |
|:----------------------------|-------------:|
| wn_train | 10,912 |
| wn_dev | 2,594 |
| wn_test | 2,088 |
| fic_train | 11,423 |
| fic_dev | 1,051 |
| fic_test | 1,517 |
| adg_train | 5,147 |
| adg_dev | 1,122 |
| adg_test | 521 |
| Set | Sentences |
|:----------------------------|-------------:|
| Total train | 27,482 |
| Total dev | 4,767 |
| Total test | 4,126 |
| Total | 36,380 |
## Publications
```
@inproceedings{evalita2023nermud,
title={{NERMuD} at {EVALITA} 2023: Overview of the Named-Entities Recognition on Multi-Domain Documents Task},
author={Palmero Aprosio, Alessio and Paccosi, Teresa},
booktitle={Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023)},
publisher = {CEUR.org},
year = {2023},
month = {September},
address = {Parma, Italy}
}
``` |