Update README.md

README.md

@@ -1,13 +1,110 @@
 ---
-task_categories:
-- text-generation
 language:
 - en
 - hi
 - pa
-pretty_name: tribhasha
+task_categories:
+- text-generation
+- translation
+pretty_name: "Filtered Multilingual Corpus (EN-HI-PA)"
 size_categories:
-- 1M<n<10M
+- 100K<n<1M
+license: cc-by-4.0
+annotations_creators:
+- expert-generated
+source_datasets:
+- ai4bharat/samanantar
+tags:
+- multilingual
+- indic-languages
+- parallel-corpus
+- filtered
+- cleaned
+---
+
+# Filtered Multilingual Corpus (EN-HI-PA)
+
+## Dataset Description
+
+A cleaned and balanced multilingual corpus extracted from the Samanantar dataset, containing parallel sentences in English, Hindi, and Punjabi.
+
+## Languages
+
+The dataset contains text in three languages:
+- **English** (`en`)
+- **Hindi** (`hi`)
+- **Punjabi** (`pa`)
+
+## Dataset Summary
+
+This dataset is a filtered subset of the Samanantar parallel corpus, specifically:
+- **150,000 English sentences** (from EN-HI and EN-PA parallel data)
+- **150,000 Hindi sentences** (from EN-HI parallel data)
+- **150,000 Punjabi sentences** (from EN-PA parallel data)
+
+All sentences have been cleaned, deduplicated, and quality-filtered for language modeling purposes.
+
+## Supported Tasks
+
+- Multilingual language model training
+- Cross-lingual transfer learning
+- Machine translation fine-tuning
+- Multilingual text generation
+
+## Dataset Structure
+
+```python
+{
+  "en": ["English sentence 1", "English sentence 2", ...],
+  "hi": ["Hindi sentence 1", "Hindi sentence 2", ...],
+  "pa": ["Punjabi sentence 1", "Punjabi sentence 2", ...]
+}
+```
+
+## Source & Thanks
+
+This dataset is derived from the Samanantar parallel corpus. Special thanks to AI4Bharat for creating and sharing this valuable resource.
+
+## Citation
+
+### Original Dataset
+
+```bibtex
+@inproceedings{samanantar_2021,
+  title = {Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages},
+  author = {Gowtham Ramesh and Sumanth Doddapaneni and Aravinth Bheemaraj and Mayank Jobanputra and Raghavan AK and Ajitesh Sharma and Sujit Sahoo and Harshita Diddee and Mahalakshmi J and Divyanshu Kakwani and Navneet Kumar and Aswin Pradeep and Srihari Nagaraj and Kumar Deepak and Vivek Raghavan and Anoop Kunchukuttan and Pratyush Kumar and Mitesh Shantadevi Khapra},
+  booktitle = {Proceedings of the Neural Information Processing Systems (NeurIPS) Track on Datasets and Benchmarks},
+  year = {2021},
+  url = {https://arxiv.org/abs/2104.05596}
+}
+```
+
+### This Dataset
+
+```bibtex
+@software{filtered_multilingual_2026,
+  title = {multilingual-corpus},
+  author = {Manish Tiwari},
+  year = {2026},
+  url = {https://huggingface.co/datasets/PredictiveManish/multilingual-corpus},
+  note = {Cleaned and balanced multilingual corpus for language modeling}
+}
+```
+
+## Usage
+
+### Direct Loading
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("PredictiveManish/multilingual-corpus")
+
+english_sentences = dataset["train"]["en"]
+hindi_sentences = dataset["train"]["hi"]
+punjabi_sentences = dataset["train"]["pa"]
+```
 
+## License
 
----
+This dataset is licensed under **CC-BY 4.0**.