README.md

metadata

dataset_info:
  features:
    - name: doc_id
      dtype: string
    - name: doc_ps
      list:
        - name: entities
          list:
            - name: end_offset
              dtype: int64
            - name: entity_id
              dtype: string
            - name: label
              dtype: string
            - name: start_offset
              dtype: int64
            - name: text
              dtype: string
        - name: p_id
          dtype: int64
        - name: p_text
          dtype: string
  splits:
    - name: selective
      num_bytes: 850523
      num_examples: 129
    - name: total
      num_bytes: 936826
      num_examples: 129
  download_size: 918085
  dataset_size: 1787349
configs:
  - config_name: default
    data_files:
      - split: selective
        path: data/selective-*
      - split: total
        path: data/total-*
license: mit
task_categories:
  - token-classification
language:
  - pt

Segundo HAREM

According to Linguateca - a repository for Natural Language resources in Portuguese - HAREM is a "joint evaluation in the area of Named Entity Recognition in Portuguese".

The sole goal of this dataset is to make Segundo HAREM generally available through the huggingface hub and the datasets library.

Intended use: this dataset may be used to train and/or evaluate Named Entity Recognition models in Portuguese.

The script used to convert the original xml file containing the annotations of Segundo HAREM to json, and subsequently to a dataset, was derived from this fork.

If you'd like to reproduce the creation of the dataset, you can check my own fork from which this dataset was created.

You may find the authors and relevant work of this dataset in the citations section below. All credit is theirs.

Note: The first version of HAREM is already available in the huggingface hub here

Citations

@inproceedings{freitas-etal-2010-second,
    title = "Second {HAREM}: Advancing the State of the Art of Named Entity Recognition in {P}ortuguese",
    author = "Freitas, Cl{\'a}udia  and
      Mota, Cristina  and
      Santos, Diana  and
      Oliveira, Hugo Gon{\c{c}}alo  and
      Carvalho, Paula",
    booktitle = "Proceedings of the Seventh International Conference on Language Resources and Evaluation ({LREC}'10)",
    month = may,
    year = "2010",
    address = "Valletta, Malta",
    publisher = "European Language Resources Association (ELRA)",
    url = "http://www.lrec-conf.org/proceedings/lrec2010/pdf/412_Paper.pdf"
}

@misc{fabiocapsouza2020,
  author = {fabiocapsouza},
  title = {harem_preprocessing},
  year = {2020},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/fabiocapsouza/harem_preprocessing}},
  commit = {30083a542390094d84ec45116085ab71ceb1442c}
}