| | --- |
| | license: apache-2.0 |
| | dataset_info: |
| | config_name: pes2ov2 |
| | features: |
| | - name: title |
| | dtype: string |
| | - name: text |
| | dtype: string |
| | - name: added |
| | dtype: string |
| | - name: created |
| | dtype: string |
| | - name: id |
| | dtype: string |
| | - name: source |
| | dtype: string |
| | - name: version |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 229280579129 |
| | num_examples: 8242000 |
| | download_size: 114925316575 |
| | dataset_size: 229280579129 |
| | configs: |
| | - config_name: pes2ov2 |
| | data_files: |
| | - split: train |
| | path: pes2ov2/train-* |
| | --- |
| | |
| | **Introducing Pes2oX Full Text**, a transformed dataset derived from the original Allen AI's Pes2o dataset. Our focus in this dataset was to restructure and reorganize the original Pes2o dataset. This was done to make it more accessible to research groups in terms of using it for training Artificial Intelligence models and fine-tuning for specific tasks within a particular domain. |
| |
|
| | **Why was restructuring necessary?** |
| |
|
| | After examining the original Pes2o dataset's structure, we found it necessary to restructure it. The full text was located immediately after 30 million abstracts, making it computationally intensive for anyone to extract the full text from Pes2o and use it for further training. |
| |
|
| | By our restructuring efforts, we've simplified the process of using the dataset, providing an out-of-the-box solution. Research groups now have the option to either stream the dataset from Hugging Face (HF) or download it directly, eliminating the need for a tedious extraction process. This streamlined approach allows researchers to get started quickly and efficiently. |
| |
|
| | **Is the dataset similar to the original pes2o dataset?** |
| |
|
| | **Yes,** we preserved the original pes2o dataset's structure and content. We avoided preprocessing for textual data cleaning to prevent unicode disruption, as some papers in the dataset are not in English. |
| |
|
| | *Regrettably*, due to schema and data-type discrepancies, 162 rows are absent from this dataset. |
| |
|
| | #### Dataset information |
| |
|
| | **Index:** Pes2o v2 dataset 2023 |
| |
|
| | **How many rows are present in the table?** |
| |
|
| | 8.2M |
| |
|
