Training Dataset
URL: https://github.com/ncg-task/training-data
Training Data for the NLPContributionGraph Shared Task 11 at SemEval-2021
The repository is organized as follows:
README.md
[task-name-folder]/ # natural_language_inference, paraphrase_generation, question_answering, relation_extraction, topic_models
├── [article-counter-folder]/ # ranges between 0 to 100 since we annotated varying numbers of articles per task
│ ├── [articlename].pdf # scholarly article pdf
│ ├── [articlename]-Grobid-out.txt # plaintext output from the [Grobid parser](https://github.com/kermitt2/grobid)
│ ├── [articlename]-Stanza-out.txt # plaintext preprocessed output from [Stanza](https://github.com/stanfordnlp/stanza)
│ ├── sentences.txt # annotated Contribution sentences in the file
│ ├── entities.txt # annotated entities in the Contribution sentences
│ └── info-units/ # the folder containing information units in JSON format
│ │ └── research-problem.json # `research problem` mandatory information unit in json format
│ │ └── model.json # `model` information unit in json format; in some articles it is called `approach`
│ │ └── ... # there are 12 information units in all and each article may be annotated by 3 or 6
│ └── triples/ # the folder containing information unit triples one per line
│ │ └── research-problem.txt # `research problem` triples (one research problem statement per line)
│ │ └── model.txt # `model` triples (one statement per line)
│ │ └── ... # there are 12 information units in all and each article may be annotated by 3 or 6
│ └── ... # there are between 1 to 100 articles annotated for each task, so this repeats for the remaining annotated articles
└── ... # there are 24 tasks selected overall, so this repeats 23 more times
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Cite this as
Jennifer D'Souza and Sören Auer and Ted Pedersen (2021). Dataset: SemEval-2021 Task 11 Shared Task Dataset. Resource: Training Dataset. https://doi.org/10.25835/0022787
DOI retrieved: February 25, 2021
Additional Information
| Field | Value |
|---|---|
| Created | February 25, 2021 |
| Last updated | August 4, 2023 |
| Format | json, pdf, txt |