---
language:
- en
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# YaleKIContractArrangementDB

tags: Machine Learning, Contract Analysis, Yale Innovation

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

**Dataset Description:**

The 'YaleKIContractArrangementDB' dataset contains structured information extracted from contracts related to Yale's Key Innovation (KI) initiatives. The data is tailored for machine learning models that analyze and classify contractual agreements. The dataset focuses on various aspects such as contract clauses, obligations, rights, and compliance requirements that are pertinent to Yale's innovation contracts. Each record includes labeled sections that correspond to specific contractual elements, facilitating easy categorization and analysis.

**CSV Content Preview:**

```
id,text,label
1,"This Agreement, made between Yale University and XYZ Corporation, shall be governed by the laws of the State of Connecticut.",Governing Law
2,"The parties agree to comply with all applicable federal, state, and local laws and regulations concerning intellectual property rights and patent disclosures.",Compliance
3,"The Contractor shall maintain confidentiality of all proprietary information provided by Yale University, except where disclosure is required by law.",Confidentiality
4,"XYZ Corporation shall deliver the specified software development project to Yale University within a timeframe of 12 months from the Effective Date.",Delivery
5,"In the event of breach, the non-breaching party shall have the right to seek remedies as provided under applicable law.",Remedies
```

The dataset is structured in a CSV format, which includes a unique 'id' for each row, a 'text' column that contains the actual content from the contracts, and a 'label' column that classifies the type of contractual clause or provision. The labels chosen are specific to contract analysis tasks and are tailored to Yale's Key Innovation initiatives. The dataset provides a basis for training machine learning models to understand and analyze contracts efficiently.

**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 'Arrangement Database Contract KI Innovation Yale':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Arrangement+Database+Contract+KI+Innovation+Yale&dataset=YaleKIContractArrangementDB&tags=Machine+Learning,+Contract+Analysis,+Yale+Innovation
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub