Merge branch '4.0'

# Conflicts:
# data/court/court_0.jsonl
# data/court/court_1.jsonl
# data/court/court_10.jsonl
# data/court/court_11.jsonl
# data/court/court_12.jsonl
# data/court/court_13.jsonl
# data/court/court_2.jsonl
# data/court/court_3.jsonl
# data/court/court_4.jsonl
# data/court/court_5.jsonl
# data/court/court_6.jsonl
# data/court/court_7.jsonl
# data/court/court_8.jsonl
# data/court/court_9.jsonl
# data/government_gazzette/government_gazzette_0.jsonl
# data/government_gazzette/government_gazzette_1.jsonl
# data/government_gazzette/government_gazzette_10.jsonl
# data/government_gazzette/government_gazzette_11.jsonl
# data/government_gazzette/government_gazzette_12.jsonl
# data/government_gazzette/government_gazzette_13.jsonl
# data/government_gazzette/government_gazzette_14.jsonl
# data/government_gazzette/government_gazzette_15.jsonl
# data/government_gazzette/government_gazzette_2.jsonl
# data/government_gazzette/government_gazzette_3.jsonl
# data/government_gazzette/government_gazzette_4.jsonl
# data/government_gazzette/government_gazzette_5.jsonl
# data/government_gazzette/government_gazzette_6.jsonl
# data/government_gazzette/government_gazzette_7.jsonl
# data/government_gazzette/government_gazzette_8.jsonl
# data/government_gazzette/government_gazzette_9.jsonl
# data/shuffled/test.txt
# data/shuffled/train.txt
# data/shuffled/validation.txt
# dataset_infos.json
# korpus_malti.py

.gitattributes

@@ -36,5 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.ogg filter=lfs diff=lfs merge=lfs -text
 *.wav filter=lfs diff=lfs merge=lfs -text
 # dataset files
-*.txt filter=lfs diff=lfs merge=lfs -text
 *.jsonl filter=lfs diff=lfs merge=lfs -text

CHANGELOG.md

@@ -0,0 +1,28 @@
+# Changelog
+
+
+## [4.1.1](https://huggingface.co/datasets/MLRS/korpus_malti/tree/4.1.1)
+
+Applied the changes from `4.0.1` to `4.1.0`.
+
+
+## [4.1.0](https://huggingface.co/datasets/MLRS/korpus_malti/tree/4.1.0)
+
+Data within the `court` and `government_gazzette` subsets was anonymised using models trained from the [MAPA Project](https://gitlab.com/MAPA-EU-Project/mapa_project).
+While the data in this subset was obtained from the public domain, it was still anonymised to safeguard the identity of individuals who are not Politically Exposed Persons.
+The following entities were processed: surnames, ID document numbers, and cities (for addresses)
+Anonymisation was performed at the document level to retain its coherence, so if an entity is replaced, it is replaced the same way within a document.
+
+The `shuffled` data was regenerated with any changed data.
+The `train`/`validation`/`test` splits are not kept the same as the `4.0.*` version.  
+
+
+## [4.0.1](https://huggingface.co/datasets/MLRS/korpus_malti/tree/4.0.1)
+
+Fix dataset metadata, due to change in the [`datasets` library](https://github.com/huggingface/datasets/issues/4876).
+As part of this, the dataset metadata is now directly available when loading the dataset, not just the raw files as in the previous version.
+
+
+## [4.0.0](https://huggingface.co/datasets/MLRS/korpus_malti/tree/4.0.0)
+
+Initial release of the corpus, used to train [BERTu](https://huggingface.co/MLRS/BERTu).

README.md

@@ -1,5 +1,337 @@
 ---
 pretty_name: Korpus Malti
+configs:
+- config_name: shuffled
+  data_files:
+  - split: train
+    path: data/shuffled/train*.jsonl
+  - split: validation
+    path: data/shuffled/validation*.jsonl
+  - split: test
+    path: data/shuffled/test*.jsonl
+  features:
+  - name: text
+    dtype: string
+  default: true
+- config_name: belles_lettres
+  data_files: data/belles_lettres/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: author
+    dtype: string
+  - name: title
+    dtype: string
+  - name: publisher
+    dtype: string
+  - name: published
+    dtype: string
+  - name: copyright
+    dtype: string
+  - name: translator
+    dtype: string
+  - name: date
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: blogs
+  data_files: data/blogs/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: title
+    dtype: string
+  - name: url
+    dtype: string
+  - name: source
+    dtype: string
+  - name: date
+    dtype: string
+- config_name: comics
+  data_files: data/comics/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: title
+    dtype: string
+  - name: date
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: court
+  data_files: data/court/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+  - name: note
+    dtype: string
+- config_name: eu_docs
+  data_files: data/eu_docs/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: publisher
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+  - name: note
+    dtype: string
+- config_name: gov_docs
+  data_files: data/gov_docs/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: publisher
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+  - name: note
+    dtype: string
+- config_name: government_gazzette
+  data_files: data/government_gazzette/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+- config_name: law_eu
+  data_files: data/law_eu/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+  - name: notes
+    dtype: string
+- config_name: law_mt
+  data_files: data/law_mt/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+- config_name: legal
+  data_files: data/legal/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: source
+    dtype: string
+- config_name: nonfiction
+  data_files: data/nonfiction/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: title
+    dtype: string
+  - name: publisher
+    dtype: string
+  - name: editor
+    dtype: string
+  - name: bookref
+    dtype: string
+  - name: date
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: parliament
+  data_files: data/parliament/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: date
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: filename
+    dtype: string
+  - name: url
+    dtype: string
+  - name: note
+    dtype: string
+- config_name: press_eu
+  data_files: data/press_eu/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: title
+    dtype: string
+  - name: date
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: press_mt
+  data_files: data/press_mt/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: title
+    dtype: string
+  - name: subtitle
+    dtype: string
+  - name: date
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: speeches
+  data_files: data/speeches/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: theses
+  data_files: data/theses/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: title
+    dtype: string
+  - name: date
+    dtype: string
+  - name: source
+    dtype: string
+- config_name: umlib_oar
+  data_files: data/umlib_oar/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: categories
+    list: string
+  - name: title
+    dtype: string
+  - name: publishers
+    list: string
+  - name: filenames
+    list: string
+  - name: num_files
+    dtype: int64
+  - name: date
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: web_general
+  data_files: data/web_general/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: subcategory
+    dtype: string
+  - name: year
+    dtype: string
+  - name: source
+    dtype: string
+  - name: url
+    dtype: string
+- config_name: wiki
+  data_files: data/wiki/*.jsonl
+  features:
+  - name: text
+    list: string
+  - name: category
+    dtype: string
+  - name: title
+    dtype: string
+  - name: url
+    dtype: string
+  - name: id
+    dtype: string
 language:
 - mt
 multilinguality:
@@ -28,11 +360,25 @@ General Corpora for the Maltese Language.
 This dataset is composed of texts from various genres/domains written in Maltese.
 
 
+## Versions
+
+This dataset is updated from time to time, and the latest version is obtained unless otherwise specified.
+Consult the [changelog](CHANGELOG.md) for a detailed overview of each version released.
+
+If you want to fetch a particular version, use the [`revision` argument](https://huggingface.co/docs/datasets/main/en/package_reference/loading_methods#datasets.load_dataset.revision).
+For example, to get the data used to train [BERTu](https://huggingface.co/MLRS/BERTu), use the `4.0.0` tag:
+```python
+import datasets
+
+dataset = datasets.load_dataset("MLRS/korpus_malti", revision="4.0.0")
+```
+
+
 ## Configurations
 
 ### Shuffled data
 
-The default configuration (`"shuffled"`) yields the the entire corpus from all genres:
+The default configuration (`"shuffled"`) yields the entire corpus from all genres:
 ```python
 import datasets
 
@@ -47,11 +393,30 @@ No other annotations are present, so an instance would be of the following form:
 }
 ```
 
-The training/validation/testing split is what was used to train the [BERTu](https://huggingface.co/MLRS/BERTu) model.
-
 ### Domain-split data
 
 All other configurations contain a subset of the data.
+The available data subsets are:
+- `belles_lettres`: Literary texts, usually published and included in the corpus by permission of the copyright holder. Unfortunately these cannot be disseminated in their integral form.
+- `blogs`: Online blog articles from specific blogs, identified in advance and known to contain text written (or human-translated into) Maltese.
+- `comics`: A small set of online information about comic books in Maltese.
+- `court`: Publicly available proceedings form the courts of Malta.
+- `eu_docs`: Miscellaneous policy documents from the European Union institutions.
+- `gov_docs`: Miscellaneous policy documents from the Government of Malta.
+- `government_gazzette`: The official, publicly available gazette of the Government of Malta. The gazzette is bilingual; only the Maltese text is included.
+- `law_eu`: Miscellaneous EU laws in their official Maltese translation, obtained via the Eur-Lex repository and including the segments of the Acquis Communautaire available in the DGT translation memory.
+- `law_mt`: Maltese laws.
+- `legal`: Miscellaneous legal text.
+- `nonfiction`: Miscellaneous nonfiction, published or unpublished. Published texts are included with the permission of the copyright holder, where relevant.
+- `parliament`: The officially released transcripts of parliamentary debates of the Maltese parliament.
+- `press_eu`: Press releases in Maltese by the European Council of Ministers, European Parliament and European Commission.
+- `press_mt`: Articles in the Maltese press, sourced primarily from the online portals of Maltese newspapers.
+- `speeches`: Miscellaneous speeches in Maltese (pre-written).
+- `theses`: Academic dissertations written in Maltese.
+- `umlib_oar`: Very broad variety of nonfiction texts which are publicly available in the University of Malta Open Access Repository. Included with help and permission from the University of Malta library.
+- `web_general`: Miscellaneous text scraped from pre-identified web pages in Maltese.
+- `wiki`: The Maltese Wikipedia dump (downloaded 26th May, 2020).
+
 For instance, this loads the Wikipedia portion:
 ```python
 import datasets
@@ -64,11 +429,12 @@ An instance from these configurations would take the following form:
 ```json
 {
   "text": ["Din hija sentenza.", "U hawn oħra!"],
+  ...
 }
 ```
 
-The raw data files contain additional metadata.
-Its structure differs from one instance to another, depending on what's available from the source.
+The instances also contain additional metadata.
+Their structure differs from one instance to another, depending on what's available from the source.
 This information was typically scraped from the source itself & minimal processing is performed on such data.
 
 
@@ -76,11 +442,11 @@ This information was typically scraped from the source itself & minimal processi
 
 ### Dataset Curators
 
-The dataset was created by [Albert Gatt](https://albertgatt.github.io), [Kurt Micallef](https://www.um.edu.mt/profile/kurtmicallef), [Marc Tanti](https://www.um.edu.mt/profile/marctanti), [Lonneke van der Plas](https://sites.google.com/site/lonnekenlp/) and [Claudia Borg](https://www.um.edu.mt/profile/claudiaborg).
+The dataset was created by [Albert Gatt](https://albertgatt.github.io), [Kurt Micallef](https://www.kurtmica.com), [Marc Tanti](https://www.um.edu.mt/profile/marctanti), [Lonneke van der Plas](https://sites.google.com/site/lonnekenlp/) and [Claudia Borg](https://www.um.edu.mt/profile/claudiaborg).
 
 ### Licensing Information
 
-This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
+This work is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
 Permissions beyond the scope of this license may be available at [https://mlrs.research.um.edu.mt/](https://mlrs.research.um.edu.mt/).
 
 [![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]

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