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---
license: cc-by-sa-4.0
dataset_info:
- config_name: aldizkariak_eu_es_en
features:
- name: id
dtype: string
- name: text_eu
dtype: string
- name: translation_es
dtype: string
- name: translation_en
dtype: string
splits:
- name: test
num_bytes: 175976
num_examples: 60
download_size: 121448
dataset_size: 175976
- config_name: berria_eu_es_en
features:
- name: id
dtype: string
- name: text
dtype: string
- name: es_translation
dtype: string
- name: en_translation
dtype: string
splits:
- name: test
num_bytes: 251931
num_examples: 77
download_size: 179366
dataset_size: 251931
- config_name: bopv_eu_es
features:
- name: uid
dtype: string
- name: src
dtype: string
- name: date
dtype: timestamp[s]
- name: url
dtype: string
- name: text_eu
dtype: string
- name: text_es
dtype: string
- name: meta
struct:
- name: title
dtype: string
- name: range
dtype: string
- name: status
dtype: string
- name: bulletin
dtype: string
- name: order
dtype: string
- name: disp
dtype: string
- name: date_disp
dtype: timestamp[s]
- name: org
dtype: string
- name: dept
dtype: string
- name: sec
dtype: string
- name: tags
dtype: string
splits:
- name: test
num_bytes: 146508
num_examples: 40
download_size: 87783
dataset_size: 146508
- config_name: eusparallel_eu_es_en
features:
- name: id
dtype: string
- name: text_eu
dtype: string
- name: translation_es
dtype: string
- name: translation_en
dtype: string
splits:
- name: test
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num_examples: 66
download_size: 205663
dataset_size: 323813
- config_name: instructions_eu_es_en
features:
- name: id
dtype: string
- name: meta_data
dtype: string
- name: text_eu
dtype: string
- name: translation_es
dtype: string
- name: translation_en
dtype: string
splits:
- name: test
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num_examples: 753
download_size: 370011
dataset_size: 612805
- config_name: parliament_eu_es
features:
- name: uid
dtype: string
- name: src
dtype: string
- name: date
dtype: string
- name: url
dtype: string
- name: text_eu
dtype: string
- name: text_es
dtype: string
- name: meta
struct:
- name: leg
dtype: string
- name: sess
dtype: string
- name: speaker
dtype: string
- name: party
dtype: string
splits:
- name: test
num_bytes: 141483
num_examples: 38
download_size: 98305
dataset_size: 141483
- config_name: podcast_eu_es
features:
- name: id
dtype: string
- name: text_eu
dtype: string
- name: translation_es
dtype: string
splits:
- name: test
num_bytes: 704242
num_examples: 17
download_size: 391012
dataset_size: 704242
configs:
- config_name: aldizkariak_eu_es_en
data_files:
- split: test
path: aldizkariak_eu_es_en/test-*
- config_name: berria_eu_es_en
data_files:
- split: test
path: berria_eu_es_en/test-*
- config_name: bopv_eu_es
data_files:
- split: test
path: bopv_eu_es/test-*
- config_name: eusparallel_eu_es_en
data_files:
- split: test
path: eusparallel_eu_es_en/test-*
- config_name: instructions_eu_es_en
data_files:
- split: test
path: instructions_eu_es_en/test-*
- config_name: parliament_eu_es
data_files:
- split: test
path: parliament_eu_es/test-*
- config_name: podcast_eu_es
data_files:
- split: test
path: podcast_eu_es/test-*
---
# ALIA_DocMT_Evaluation
**ALIA_DocMT_Evaluation** is a challenging document-level machine translation (Doc-MT) benchmark featuring high-quality, human-translated reference data. Please note that for the **BOPV** and **Parliament** domains, the segments are sampled from the test splits of the real source data and are currently in the process of being manually translated into English.
* **Berria:** News domain extracted from the Basque newspaper Berria.
* **Parliament:** Political and legal dialogue domain from the Basque Parliament.
* **BOPV:** Administrative and legal domain from the Official Gazette of the Basque Country.
* **Instructions:** Diverse instructional prompts (e.g., Q&A, summarization) for task evaluation.
* **EUSparallel:** General web domain filtered from the euscrawl corpus.
* **Aldizkariak:** Scientific and academic domain sourced from Basque journals.
* **Podcasts:** Informal conversational domain extracted from Basque podcast transcripts.
## Dataset Statistics
| Domain / Source | Description Focus | Segments / Docs | Total Words |
| :--- | :--- | :--- | :--- |
| **Instructions** | Diverse task prompts (QA, summaries, etc.) | 764 | 23,529 |
| **Berria** | News with dynamic context windows | 77 | 10,129 |
| **Parliament** | Formal political dialogue (consecutive turns) | 38 | 8,275 |
| **BOPV** | Administrative texts (<300 words) | 40 | 6,496 |
| **Aldizkariak** | Scientific journal extracts | 60 | 6,590 |
| **Podcasts** | Informal spontaneous dialogue (SRT transcripts) | 17 | 50,820 |
| **EUSparallel** | General domain with deep context (*euscrawl*) | 66 | 13,127 |
## Intended Use
This dataset is intended for:
* Evaluation of document-level machine translation models
* Multilingual NLP research
## License
This data is released under Creative Commons CC-BY-SA license following the license of the original data.
## Contact
For questions or issues, please contact the ALIA / HiTZ team or open an issue on the Hugging Face dataset repository.
## Citation
If you use this dataset in your work, please cite the ALIA project and the corresponding translation models used.
## Funding
This work is funded by the Ministerio para la Transformación Digital y de la Función Pública - Funded by EU – NextGenerationEU within the framework of the project Desarrollo de Modelos ALIA.