Update README

README.md

@@ -6,4 +6,30 @@ language:
 tags:
 - legal
 pretty_name: uk NER contracts
----
+---
+
+### Dataset Description
+
+Legal Contracts Dataset for Training SpaCy NER Model
+This repository contains a specially curated dataset consisting of legal contracts. It is designed for the purpose of training a Named Entity Recognition (NER) model using SpaCy, with the aim to recognize and classify four types of entities in the text:
+
+Contract Type,
+Clause Title,
+Clause Number,
+Definition Title
+
+
+The dataset includes a broad variety of legal contracts, covering diverse domains such as employment, real estate, services, sale, lease, etc.
+
+Entities in the text have been manually labeled by experts in the field, ensuring high-quality training data for the model.
+
+Each document in the dataset has been annotated in the following format:
+
+(Start_Position, End_Position, Entity_Label)
+
+For example, a clause title may be annotated as follows: (102, 115, 'clause title')
+
+This will assist the NER model in identifying not only the text of the entity, but also its position within the document.
+
+Usage Guidelines
+The dataset can be loaded into a SpaCy pipeline for training a NER model. For more information on how to train a NER model using SpaCy, please refer to the SpaCy documentation.