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--- |
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license: mit |
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language: |
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- en |
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paperswithcode_id: embedding-data/altlex |
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pretty_name: altlex |
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--- |
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# Dataset Card for "altlex" |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [https://github.com/chridey/altlex](https://github.com/chridey/altlex) |
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- **Repository:** [More Information Needed](https://github.com/chridey/altlex) |
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- **Paper:** [https://aclanthology.org/P16-1135.pdf](https://aclanthology.org/P16-1135.pdf) |
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- **Point of Contact:** [Christopher Hidey]([email protected]) |
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### Dataset Summary |
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Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles." |
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Disclaimer: The team releasing altlex did not upload the dataset to the Hub and did not write a dataset card. |
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These steps were done by the Hugging Face team. |
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### Supported Tasks |
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- [Sentence Transformers](https://huggingface.co/sentence-transformers) training; useful for semantic search and sentence similarity. |
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### Languages |
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- English. |
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## Dataset Structure |
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Each example in the dataset contains a pair of similar sentences and is formatted as a dictionary with the key "set" and a list with the sentences as "value": |
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``` |
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{"set": [sentence_1, sentence_2]} |
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{"set": [sentence_1, sentence_2]} |
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... |
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{"set": [sentence_1, sentence_2]} |
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``` |
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This dataset is useful for training Sentence Transformers models. Refer to the following post on how to train models using similar pairs of sentences. |
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### Usage Example |
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Install the 🤗 Datasets library with `pip install datasets` and load the dataset from the Hub with: |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("embedding-data/altlex") |
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``` |
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The dataset is loaded as a `DatasetDict` and has the format: |
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```python |
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DatasetDict({ |
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train: Dataset({ |
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features: ['set'], |
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num_rows: 112696 |
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}) |
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}) |
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``` |
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Review an example `i` with: |
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```python |
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dataset["train"][i]["set"] |
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``` |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed](https://github.com/chridey/altlex) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/chridey/altlex) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Personal and Sensitive Information |
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[More Information Needed](https://github.com/chridey/altlex) |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Discussion of Biases |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Other Known Limitations |
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[More Information Needed](https://github.com/chridey/altlex) |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Licensing Information |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Citation Information |
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### Contributions |
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- [@chridey](https://github.com/chridey/altlex/commits?author=chridey) for adding this dataset to Github. |
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--- |
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