Update README.md

README.md

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-# Word Embedding Benchmarking
+---
+tags:
+  - nlp
+  - word2vec
+  - embeddings
+  - benchmark
+  - text-classification
+---
 
-This repository benchmarks Word2Vec embeddings under different configurations
-and evaluates their impact on semantic similarity, analogy reasoning,
-and downstream text classification tasks.
+# Word2Vec NLP Benchmarking
 
-## Highlights
-- Systematic Word2Vec hyperparameter study
-- Intrinsic evaluation using WordSim353 and BATS
-- Qualitative semantic analysis
-- Downstream text classification comparison
+This repository contains a notebook to benchmark word embeddings and perform text classification tasks.
 
-## Best Configuration
-Skip-gram | 100 dimensions | window size 5
+## Notebook
+
+- `wordtovec_nlp.ipynb` : Notebook for evaluating Word2Vec embeddings on text classification benchmarks.
+
+## Description
+
+This project demonstrates:
+- Training Word2Vec models (CBOW and Skip-gram)
+- Benchmarking different embedding dimensions
+- Evaluating embeddings on text classification tasks
+
+## Usage
+
+Clone the repository and open the notebook:
+
+```bash
+git clone https://huggingface.co/<your-username>/<repo-name>