| --- |
| license: mit |
| language: |
| - en |
| paperswithcode_id: embedding-data/altlex |
| pretty_name: altlex |
| --- |
| |
| # Dataset Card for "altlex" |
|
|
| ## Table of Contents |
| - [Dataset Description](#dataset-description) |
| - [Dataset Summary](#dataset-summary) |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
| - [Languages](#languages) |
| - [Dataset Structure](#dataset-structure) |
| - [Data Instances](#data-instances) |
| - [Data Fields](#data-fields) |
| - [Data Splits](#data-splits) |
| - [Dataset Creation](#dataset-creation) |
| - [Curation Rationale](#curation-rationale) |
| - [Source Data](#source-data) |
| - [Annotations](#annotations) |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) |
| - [Considerations for Using the Data](#considerations-for-using-the-data) |
| - [Social Impact of Dataset](#social-impact-of-dataset) |
| - [Discussion of Biases](#discussion-of-biases) |
| - [Other Known Limitations](#other-known-limitations) |
| - [Additional Information](#additional-information) |
| - [Dataset Curators](#dataset-curators) |
| - [Licensing Information](#licensing-information) |
| - [Citation Information](#citation-information) |
| - [Contributions](#contributions) |
| |
| ## Dataset Description |
|
|
| - **Homepage:** [https://github.com/chridey/altlex](https://github.com/chridey/altlex) |
| - **Repository:** [More Information Needed](https://github.com/chridey/altlex) |
| - **Paper:** [https://aclanthology.org/P16-1135.pdf](https://aclanthology.org/P16-1135.pdf) |
| - **Point of Contact:** [Christopher Hidey](ch3085@columbia.edu) |
|
|
| ### Dataset Summary |
|
|
| Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles." |
|
|
| Disclaimer: The team releasing altlex did not upload the dataset to the Hub and did not write a dataset card. |
| These steps were done by the Hugging Face team. |
|
|
| ### Supported Tasks |
|
|
| - [Sentence Transformers](https://huggingface.co/sentence-transformers) training; useful for semantic search and sentence similarity. |
|
|
| ### Languages |
|
|
| - English. |
|
|
| ## Dataset Structure |
|
|
| 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": |
|
|
| ``` |
| {"set": [sentence_1, sentence_2]} |
| {"set": [sentence_1, sentence_2]} |
| ... |
| {"set": [sentence_1, sentence_2]} |
| ``` |
|
|
| This dataset is useful for training Sentence Transformers models. Refer to the following post on how to train models using similar pairs of sentences. |
|
|
| ### Usage Example |
|
|
| Install the 🤗 Datasets library with `pip install datasets` and load the dataset from the Hub with: |
|
|
| ```python |
| from datasets import load_dataset |
| dataset = load_dataset("embedding-data/altlex") |
| ``` |
| The dataset is loaded as a `DatasetDict` and has the format: |
|
|
| ```python |
| DatasetDict({ |
| train: Dataset({ |
| features: ['set'], |
| num_rows: 112696 |
| }) |
| }) |
| ``` |
|
|
| Review an example `i` with: |
|
|
| ```python |
| dataset["train"][i]["set"] |
| ``` |
|
|
|
|
| ### Source Data |
|
|
| #### Initial Data Collection and Normalization |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| #### Who are the source language producers? |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ### Annotations |
|
|
| #### Annotation process |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| #### Who are the annotators? |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ### Personal and Sensitive Information |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ## Considerations for Using the Data |
|
|
| ### Social Impact of Dataset |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ### Discussion of Biases |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ### Other Known Limitations |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ## Additional Information |
|
|
| ### Dataset Curators |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ### Licensing Information |
|
|
| [More Information Needed](https://github.com/chridey/altlex) |
|
|
| ### Citation Information |
|
|
| ### Contributions |
|
|
| - [@chridey](https://github.com/chridey/altlex/commits?author=chridey) for adding this dataset to Github. |
|
|
| --- |
|
|
