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README.md
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---
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license: gpl-3.0
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---
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## Dataset Description
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- **Homepage:** https://www.darrow.ai/
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- **Repository:** https://github.com/darrow-labs/ClassActionPrediction
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- **Paper:** https://arxiv.org/abs/2211.00582
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- **Leaderboard:** N/A
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- **Point of Contact:** [Gila Hayat](mailto:gila@darrow.ai)
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### Dataset Summary
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USClassActions is an English dataset of 200 complaints from the US Federal Court with the respective binarized judgment outcome (Win/Lose). The dataset poses a challenging text classification task. We are happy to share this dataset in order to promote robustness and fairness studies on the critical area of legal NLP. The data was annotated using Darrow.ai proprietary tool.
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### Data Instances
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```python
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from datasets import load_dataset
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dataset = load_dataset('darrow-ai/USClassActionOutcomes_ExpertsAnnotations')
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```
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### Data Fields
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`id`: (**int**) a unique identifier of the document \
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`origin_label `: (**str**) the outcome of the case \
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`target_text`: (**str**) the facts of the case \
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`annotator_prediction `: (**str**) annotators predictions of the case outcome based on the target_text \
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`annotator_confidence `: (**str**) the annotator's level of confidence in his outcome prediction \
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### Curation Rationale
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The dataset was curated by Darrow.ai (2022).
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### Citation Information
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*Gil Semo, Dor Bernsohn, Ben Hagag, Gila Hayat, and Joel Niklaus*
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*ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US*
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*Proceedings of the 2022 Natural Legal Language Processing Workshop. Abu Dhabi. 2022*
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```
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@InProceedings{darrow-niklaus-2022-uscp,
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author = {Semo, Gil
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and Bernsohn, Dor
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and Hagag, Ben
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and Hayat, Gila
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and Niklaus, Joel},
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title = {ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US},
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booktitle = {Proceedings of the 2022 Natural Legal Language Processing Workshop},
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year = {2022},
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location = {Abu Dhabi},
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}
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```
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annotators_dataset_for_share.csv
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darrow-ai--USClassActionOutcomes_ExpertsAnnotations/csv-train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:de028f29e4a6f313919b0c2ef004f15ca4e6f573b9c665689d43d098f756d91e
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size 612221
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