feat: initial commit

Current version of the dataset has a list of entities associated with each sententences as opposed to the IOB format of the original files.

README.md

@@ -0,0 +1,80 @@
+---
+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"
+- config_name: fic
+  data_files:
+  - split: train
+    path: "fic_train.jsonl"
+  - split: dev
+    path: "fic_dev.jsonl"
+  - split: test
+    path: "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"
+---
+
+# 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}
+}
+```