---
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:
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    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
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  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.