Update

.gitattributes

@@ -25,13 +25,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
-# Audio files - uncompressed
-*.pcm filter=lfs diff=lfs merge=lfs -text
-*.sam filter=lfs diff=lfs merge=lfs -text
-*.raw filter=lfs diff=lfs merge=lfs -text
-# Audio files - compressed
-*.aac filter=lfs diff=lfs merge=lfs -text
-*.flac filter=lfs diff=lfs merge=lfs -text
-*.mp3 filter=lfs diff=lfs merge=lfs -text
-*.ogg filter=lfs diff=lfs merge=lfs -text
-*.wav filter=lfs diff=lfs merge=lfs -text
+*.conllu filter=lfs diff=lfs merge=lfs -text
+fr_gsd-ud-plus-dev.conllu filter=lfs diff=lfs merge=lfs -text
+fr_gsd-ud-plus-test.conllu filter=lfs diff=lfs merge=lfs -text
+fr_gsd-ud-plus-train.conllu filter=lfs diff=lfs merge=lfs -text

CITATION.cff

@@ -0,0 +1,9 @@
+cff-version: 1.0.0
+message: "Parallel Data, Tools and Interfaces in OPUS"
+authors:
+- family-names: "Tiedemann"
+  given-names: "Jorg"
+title: "Parallel Data, Tools and Interfaces in OPUS"
+version: 3.0.0
+date-released: 2012-05-01
+url: "http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf"

EMEA-V3.py

@@ -0,0 +1,103 @@
+# coding=utf-8
+# Source: https://github.com/huggingface/datasets/blob/master/templates/new_dataset_script.py
+
+"""EMEA-V3 : European parallel translation corpus from the European Medicines Agency"""
+
+import os
+import csv
+import datasets
+from tqdm import tqdm
+
+logger = datasets.logging.get_logger(__name__)
+
+_CITATION = """
+@inproceedings{tiedemann-2012-parallel,
+    title = Parallel Data, Tools and Interfaces in OPUS,
+    author = {
+      Tiedemann, Jorg
+    },
+    booktitle = "Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)",
+    month = may,
+    year = 2012,
+    address = Istanbul, Turkey,
+    publisher = European Language Resources Association (ELRA),
+    url = http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf,
+    pages = 2214--2218,
+    abstract = This paper presents the current status of OPUS, a growing language resource of parallel corpora and related tools. The focus in OPUS is to provide freely available data sets in various formats together with basic annotation to be useful for applications in computational linguistics, translation studies and cross-linguistic corpus studies. In this paper, we report about new data sets and their features, additional annotation tools and models provided from the website and essential interfaces and on-line services included in the project.,
+}
+"""
+
+_LANGUAGE_PAIRS = ["bg-cs","bg-da","bg-de","bg-el","bg-en","bg-es","bg-et","bg-fi","bg-fr","bg-hu","bg-it","bg-lt","bg-lv","bg-mt","bg-nl","bg-pl","bg-pt","bg-ro","bg-sk","bg-sl","bg-sv","cs-da","cs-de","cs-el","cs-en","cs-es","cs-et","cs-fi","cs-fr","cs-hu","cs-it","cs-lt","cs-lv","cs-mt","cs-nl","cs-pl","cs-pt","cs-ro","cs-sk","cs-sl","cs-sv","da-de","da-el","da-en","da-es","da-et","da-fi","da-fr","da-hu","da-it","da-lt","da-lv","da-mt","da-nl","da-pl","da-pt","da-ro","da-sk","da-sl","da-sv","de-el","de-en","de-es","de-et","de-fi","de-fr","de-hu","de-it","de-lt","de-lv","de-mt","de-nl","de-pl","de-pt","de-ro","de-sk","de-sl","de-sv","el-en","el-es","el-et","el-fi","el-fr","el-hu","el-it","el-lt","el-lv","el-mt","el-nl","el-pl","el-pt","el-ro","el-sk","el-sl","el-sv","en-es","en-et","en-fi","en-fr","en-hu","en-it","en-lt","en-lv","en-mt","en-nl","en-pl","en-pt","en-ro","en-sk","en-sl","en-sv","es-et","es-fi","es-fr","es-hu","es-it","es-lt","es-lv","es-mt","es-nl","es-pl","es-pt","es-ro","es-sk","es-sl","es-sv","et-fi","et-fr","et-hu","et-it","et-lt","et-lv","et-mt","et-nl","et-pl","et-pt","et-ro","et-sk","et-sl","et-sv","fi-fr","fi-hu","fi-it","fi-lt","fi-lv","fi-mt","fi-nl","fi-pl","fi-pt","fi-ro","fi-sk","fi-sl","fi-sv","fr-hu","fr-it","fr-lt","fr-lv","fr-mt","fr-nl","fr-pl","fr-pt","fr-ro","fr-sk","fr-sl","fr-sv","hu-it","hu-lt","hu-lv","hu-mt","hu-nl","hu-pl","hu-pt","hu-ro","hu-sk","hu-sl","hu-sv","it-lt","it-lv","it-mt","it-nl","it-pl","it-pt","it-ro","it-sk","it-sl","it-sv","lt-lv","lt-mt","lt-nl","lt-pl","lt-pt","lt-ro","lt-sk","lt-sl","lt-sv","lv-mt","lv-nl","lv-pl","lv-pt","lv-ro","lv-sk","lv-sl","lv-sv","mt-nl","mt-pl","mt-pt","mt-ro","mt-sk","mt-sl","mt-sv","nl-pl","nl-pt","nl-ro","nl-sk","nl-sl","nl-sv","pl-pt","pl-ro","pl-sk","pl-sl","pl-sv","pt-ro","pt-sk","pt-sl","pt-sv","ro-sk","ro-sl","ro-sv","sk-sl","sk-sv","sl-sv"]
+
+_LICENSE = """
+This work is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by/4.0/deed.fr">Attribution 4.0 International (CC BY 4.0) License</a>.
+"""
+
+_DESCRIPTION = "No description"
+
+_URL = "https://github.com/qanastek/EMEA-V3/blob/main/csv/{}.csv.gz"
+
+_DESCRIPTION = "No description"
+
+class EMEA_V3(datasets.GeneratorBasedBuilder):
+    """EMEA-V3 dataset."""
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name=name, version=datasets.Version("3.0.0"), description="The EMEA-V3 corpora") for name in _LANGUAGE_PAIRS
+    ]
+
+    DEFAULT_CONFIG_NAME = "en-fr"
+
+    def _info(self):
+        src, target = self.config.name.split("-")
+        pair = (src, target)
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {"translation": datasets.features.Translation(languages=pair)}
+            ),
+            supervised_keys=(src, target),
+            homepage="https://github.com/qanastek/EMEA-V3/",
+            citation=_CITATION,
+            license=_LICENSE,
+        )
+
+    def _split_generators(self, dl_manager):
+
+        # Download the CSV
+        data_dir = dl_manager.download_and_extract(_URL.format(self.config.name))
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepath": data_dir,
+                    "split": "train",
+                }
+            ),
+        ]
+
+    def _generate_examples(self, filepath, split):
+
+        logger.info("⏳ Generating examples from = %s", filepath)
+
+        key_ = 0
+
+        with open(filepath, encoding="utf-8") as f:
+
+            for id_, row in enumerate(csv.reader(f, delimiter=',')):
+
+                if id_ == 0:
+                    continue
+
+                # Get langue pair
+                src, target = str(row[0]).split("-")
+
+                yield key_, {
+                    "translation": {
+                        src: str(row[1]).strip(),
+                        target: str(row[2]).strip(),
+                    },
+                }
+
+                key_ += 1

LICENSE

@@ -0,0 +1,395 @@
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README.md

@@ -1,3 +1,233 @@
 ---
-license: other
+annotations_creators:
+- machine-generated
+- expert-generated
+language_creators:
+- found
+languages:
+- bg
+- cs
+- da
+- de
+- el
+- en
+- es
+- et
+- fi
+- fr
+- hu
+- it
+- lt
+- lv
+- mt
+- nl
+- pl
+- pt
+- ro
+- sk
+- sl
+- sv
+licenses:
+- cc-by-4-0
+multilinguality:
+- bg
+- cs
+- da
+- de
+- el
+- en
+- es
+- et
+- fi
+- fr
+- hu
+- it
+- lt
+- lv
+- mt
+- nl
+- pl
+- pt
+- ro
+- sk
+- sl
+- sv
+pretty_name: EMEA-V3
+size_categories:
+- 100K<n<1M
+source_datasets:
+- extended
+task_categories:
+- translation
+task_ids:
+- translation
 ---
+
+# EMEA-V3 : European parallel translation corpus from the European Medicines Agency
+
+## Table of Contents
+- [Dataset Card for [Needs More Information]](#dataset-card-for-needs-more-information)
+  - [Table of Contents](#table-of-contents)
+  - [Dataset Description](#dataset-description)
+    - [Dataset Summary](#dataset-summary)
+    - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+    - [Languages](#languages)
+  - [Dataset Structure](#dataset-structure)
+    - [Data Instances](#data-instances)
+    - [Data Fields](#data-fields)
+    - [Data Splits](#data-splits)
+  - [Dataset Creation](#dataset-creation)
+    - [Curation Rationale](#curation-rationale)
+    - [Source Data](#source-data)
+      - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
+      - [Who are the source language producers?](#who-are-the-source-language-producers)
+    - [Personal and Sensitive Information](#personal-and-sensitive-information)
+  - [Considerations for Using the Data](#considerations-for-using-the-data)
+    - [Other Known Limitations](#other-known-limitations)
+  - [Additional Information](#additional-information)
+    - [Dataset Curators](#dataset-curators)
+    - [Licensing Information](#licensing-information)
+    - [Citation Information](#citation-information)
+
+## Dataset Description
+
+- **Homepage:** https://qanastek.github.io/EMEA-V3/
+- **Repository:** https://github.com/qanastek/EMEA-V3/
+- **Paper:** [Needs More Information]
+- **Leaderboard:** [Needs More Information]
+- **Point of Contact:** yanis.labrak@univ-avignon.fr
+
+
+
+
+
+
+### Dataset Summary
+
+`EMEA-V3` is a parallel corpus for neural machine translation collected and aligned by [Tiedemann, Jorg](mailto:jorg.tiedemann@lingfil.uu.se) during the [OPUS project](https://opus.nlpl.eu/).  
+
+### Supported Tasks and Leaderboards
+
+`translation`: The dataset can be used to train a model for translation.
+
+### Languages
+
+In our case, the corpora consists of a pair of source and target sentences for all 22 different languages from the European Union (EU).
+
+**List of languages :** `Bulgarian (bg)`,`Czech (cs)`,`Danish (da)`,`German (de)`,`Greek (el)`,`English (en)`,`Spanish (es)`,`Estonian (et)`,`Finnish (fi)`,`French (fr)`,`Hungarian (hu)`,`Italian (it)`,`Lithuanian (lt)`,`Latvian (lv)`,`Maltese (mt)`,`Dutch (nl)`,`Polish (pl)`,`Portuguese (pt)`,`Romanian (ro)`,`Slovak (sk)`,`Slovenian (sl)`,`Swedish (sv)`.
+
+## Load the dataset with HuggingFace
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("qanastek/EMEA-V3")
+print(dataset)
+```
+
+## Dataset Structure
+
+### Data Instances
+
+```plain
+lang,source_text,target_text
+bg-cs,EMEA/ H/ C/ 471,EMEA/ H/ C/ 471
+bg-cs,ABILIFY,ABILIFY
+bg-cs,Какво представлява Abilify?,Co je Abilify?
+bg-cs,"Abilify е лекарство, съдържащо активното вещество арипипразол.","Abilify je léčivý přípravek, který obsahuje účinnou látku aripiprazol."
+bg-cs,"Предлага се под формата на таблетки от 5 mg, 10 mg, 15 mg и 30 mg, като диспергиращи се таблетки (таблетки, които се разтварят в устата) от 10 mg, 15 mg и 30 mg, като перорален разтвор (1 mg/ ml) и като инжекционен разтвор (7, 5 mg/ ml).","Je dostupný ve formě tablet s obsahem 5 mg, 10 mg, 15 mg a 30 mg, ve formě tablet dispergovatelných v ústech (tablet, které se rozpustí v ústech) s obsahem 10 mg, 15 mg a 30 mg, jako perorální roztok (1 mg/ ml) nebo jako injekční roztok (7, 5 mg/ ml)."
+bg-cs,За какво се използва Abilify?,Na co se přípravek Abilify používá?
+```
+
+### Data Fields
+
+**lang** : The pair of source and target language of type `String`.
+
+**source_text** : The source text of type `String`.
+
+**target_text** : The target text of type `String`.
+
+### Data Splits
+
+|        |     bg |     cs |     da |     de |     el |     en |     es |     et |     fi |     fr |     hu |     it |     lt |     lv |     mt |     nl |     pl |     pt |     ro |     sk |     sl |     sv |
+|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|--------|
+| **bg** |      0 | 342378 | 349675 | 348061 | 355696 | 333066 | 349936 | 336142 | 341732 | 358045 | 352763 | 351669 | 348679 | 342721 | 351097 | 353942 | 355005 | 347925 | 351099 | 345572 | 346954 | 342927 |
+| **cs** | 342378 |      0 | 354824 | 353397 | 364609 | 335716 | 356506 | 340309 | 349040 | 363614 | 358353 | 357578 | 353232 | 347807 | 334353 | 355192 | 358357 | 351244 | 330447 | 346835 | 348411 | 346894 |
+| **da** | 349675 | 354824 |      0 | 387202 | 397654 | 360186 | 387329 | 347391 | 379830 | 396294 | 367091 | 388495 | 360572 | 353801 | 342263 | 388250 | 368779 | 382576 | 340508 | 356890 | 357694 | 373510 |
+| **de** | 348061 | 353397 | 387202 |      0 | 390281 | 364005 | 386335 | 346166 | 378626 | 393468 | 366828 | 381396 | 360907 | 353151 | 340294 | 377770 | 367080 | 381365 | 337562 | 355805 | 358700 | 376925 |
+| **el** | 355696 | 364609 | 397654 | 390281 |      0 | 372824 | 393051 | 354874 | 384889 | 403248 | 373706 | 391389 | 368576 | 360047 | 348221 | 396284 | 372486 | 387170 | 342655 | 364959 | 363778 | 384569 |
+| **en** | 333066 | 335716 | 360186 | 364005 | 372824 |      0 | 366769 | 333667 | 357177 | 373152 | 349176 | 361089 | 339899 | 336306 | 324695 | 360418 | 348450 | 361393 | 321233 | 338649 | 338195 | 352587 |
+| **es** | 349936 | 356506 | 387329 | 386335 | 393051 | 366769 |      0 | 348454 | 378158 | 394253 | 368203 | 378076 | 360645 | 354126 | 340297 | 381188 | 367091 | 376443 | 337302 | 358745 | 357961 | 379462 |
+| **et** | 336142 | 340309 | 347391 | 346166 | 354874 | 333667 | 348454 |      0 | 341694 | 358012 | 352099 | 351747 | 345417 | 339042 | 337302 | 350911 | 354329 | 345856 | 325992 | 343950 | 342787 | 340761 |
+| **fi** | 341732 | 349040 | 379830 | 378626 | 384889 | 357177 | 378158 | 341694 |      0 | 387478 | 358869 | 379862 | 352968 | 346820 | 334275 | 379729 | 358760 | 374737 | 331135 | 348559 | 348680 | 368528 |
+| **fr** | 358045 | 363614 | 396294 | 393468 | 403248 | 373152 | 394253 | 358012 | 387478 |      0 | 373625 | 385869 | 368817 | 361137 | 347699 | 388607 | 372387 | 388658 | 344139 | 363249 | 366474 | 383274 |
+| **hu** | 352763 | 358353 | 367091 | 366828 | 373706 | 349176 | 368203 | 352099 | 358869 | 373625 |      0 | 367937 | 361015 | 354872 | 343831 | 368387 | 369040 | 361652 | 340410 | 357466 | 361157 | 356426 |
+| **it** | 351669 | 357578 | 388495 | 381396 | 391389 | 361089 | 378076 | 351747 | 379862 | 385869 | 367937 |      0 | 360783 | 356001 | 341552 | 384018 | 365159 | 378841 | 337354 | 357562 | 358969 | 377635 |
+| **lt** | 348679 | 353232 | 360572 | 360907 | 368576 | 339899 | 360645 | 345417 | 352968 | 368817 | 361015 | 360783 |      0 | 350576 | 337339 | 362096 | 361497 | 357070 | 335581 | 351639 | 350916 | 349636 |
+| **lv** | 342721 | 347807 | 353801 | 353151 | 360047 | 336306 | 354126 | 339042 | 346820 | 361137 | 354872 | 356001 | 350576 |      0 | 336157 | 355791 | 358607 | 349590 | 329581 | 348689 | 346862 | 345016 |
+| **mt** | 351097 | 334353 | 342263 | 340294 | 348221 | 324695 | 340297 | 337302 | 334275 | 347699 | 343831 | 341552 | 337339 | 336157 |      0 | 341111 | 344764 | 335553 | 338137 | 335930 | 334491 | 335353 |
+| **nl** | 353942 | 355192 | 388250 | 377770 | 396284 | 360418 | 381188 | 350911 | 379729 | 388607 | 368387 | 384018 | 362096 | 355791 | 341111 |      0 | 369694 | 383913 | 339047 | 359126 | 360054 | 379771 |
+| **pl** | 355005 | 358357 | 368779 | 367080 | 372486 | 348450 | 367091 | 354329 | 358760 | 372387 | 369040 | 365159 | 361497 | 358607 | 344764 | 369694 |      0 | 357426 | 335243 | 352527 | 355534 | 353214 |
+| **pt** | 347925 | 351244 | 382576 | 381365 | 387170 | 361393 | 376443 | 345856 | 374737 | 388658 | 361652 | 378841 | 357070 | 349590 | 335553 | 383913 | 357426 |      0 | 333365 | 354784 | 352673 | 373392 |
+| **ro** | 351099 | 330447 | 340508 | 337562 | 342655 | 321233 | 337302 | 325992 | 331135 | 344139 | 340410 | 337354 | 335581 | 329581 | 338137 | 339047 | 335243 | 333365 |      0 | 332373 | 330329 | 331268 |
+| **sk** | 345572 | 346835 | 356890 | 355805 | 364959 | 338649 | 358745 | 343950 | 348559 | 363249 | 357466 | 357562 | 351639 | 348689 | 335930 | 359126 | 352527 | 354784 | 332373 |      0 | 348396 | 346855 |
+| **sl** | 346954 | 348411 | 357694 | 358700 | 363778 | 338195 | 357961 | 342787 | 348680 | 366474 | 361157 | 358969 | 350916 | 346862 | 334491 | 360054 | 355534 | 352673 | 330329 | 348396 |      0 | 347727 |
+| **sv** | 342927 | 346894 | 373510 | 376925 | 384569 | 352587 | 379462 | 340761 | 368528 | 383274 | 356426 | 377635 | 349636 | 345016 | 335353 | 379771 | 353214 | 373392 | 331268 | 346855 | 347727 |      0 |
+
+## Dataset Creation
+
+### Curation Rationale
+
+For details, check the corresponding [pages](https://opus.nlpl.eu/EMEA.php).
+
+### Source Data
+
+<!-- #### Initial Data Collection and Normalization
+
+ddd -->
+
+#### Who are the source language producers?
+
+Every data of this corpora as been uploaded by [Tiedemann, Jorg](mailto:jorg.tiedemann@lingfil.uu.se) on [Opus](https://opus.nlpl.eu/EMEA.php).
+
+### Personal and Sensitive Information
+
+The corpora is free of personal or sensitive information.
+
+## Considerations for Using the Data
+
+### Other Known Limitations
+
+The nature of the task introduce a variability in the quality of the target translations.
+
+## Additional Information
+
+### Dataset Curators
+
+__Hugging Face EMEA-V3__: Labrak Yanis, Dufour Richard
+
+__OPUS : Parallel Data, Tools and Interfaces in OPUS__: [Tiedemann, Jorg](mailto:jorg.tiedemann@lingfil.uu.se).
+
+<!-- ### Licensing Information
+
+ddd -->
+
+### Citation Information
+
+Please cite the following paper when using this dataset.
+
+```latex
+@inproceedings{tiedemann-2012-parallel,
+    title = Parallel Data, Tools and Interfaces in OPUS,
+    author = {
+      Tiedemann, Jorg
+    },
+    booktitle = "Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)",
+    month = may,
+    year = 2012,
+    address = Istanbul, Turkey,
+    publisher = European Language Resources Association (ELRA),
+    url = http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf,
+    pages = 2214--2218,
+    abstract = This paper presents the current status of OPUS, a growing language resource of parallel corpora and related tools. The focus in OPUS is to provide freely available data sets in various formats together with basic annotation to be useful for applications in computational linguistics, translation studies and cross-linguistic corpus studies. In this paper, we report about new data sets and their features, additional annotation tools and models provided from the website and essential interfaces and on-line services included in the project.,
+}
+```

requirements.txt

@@ -0,0 +1 @@
+translate-toolkit