| | --- |
| | 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. |
| |
|
| | --- |
| |
|
