license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# UncommonTermsLearningSet

tags: machine learning, contract analysis, unique contracts

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The 'UncommonTermsLearningSet' dataset is designed for machine learning applications in contract analysis, specifically targeting the identification and classification of non-standard contractual terms. Each entry in the dataset represents a snippet of text from contracts that are labeled based on the type of non-standard term it contains. The dataset is meant to help in training models to recognize and understand unconventional contractual language, which could be crucial for legal professionals and AI systems working with contract management.


**CSV Content Preview:**

```

id,text,label

1,"This agreement shall remain effective even if Party A relocates to a non-commercial zone",StandardTerms

2,"Party B shall not be held liable for losses caused by natural disasters, Act of God",ExclusionsAndLimitations

3,"The commencement date of this agreement is subject to the mutual agreement of both parties",TermsOfCommencement

4,"Party A agrees to provide confidential information to Party B under a non-disclosure agreement, to be determined by mutual consent",ConfidentialityClause

5,"This contract will be governed by the laws of the state of Nevada, regardless of the location of the parties",GoverningLaw

```


This dataset contains five rows of data, with a 'text' column representing the snippet of contract language and a 'label' column categorizing each snippet as a standard term or a non-standard term. The 'id' column serves as a unique identifier for each entry. The 'label' values are deliberately chosen to represent non-standard terms without using the exact query phrases, aiming for diversity and relevance to contract analysis tasks.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'Contracts Non Standards terms':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Contracts+Non+Standards+terms&dataset=UncommonTermsLearningSet&tags=machine+learning,+contract+analysis,+unique+contracts
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
