Update README.md

Format for Dataset Description

README.md

@@ -1,3 +1,95 @@
----
-license: mit
----
+---
+license: mit
+---
+# Nepali Metaphor Detection Dataset
+
+---
+
+## Dataset Card
+
+### Dataset Summary
+This dataset consists of Nepali-language sentences annotated with **literal** and **metaphorical** labels. It aims to foster research in figurative language understanding, metaphor detection, and linguistic creativity modeling for low-resource languages like Nepali.
+
+- **Language**: Nepali (\u0928\u0947\u092a\u093e\u0932\u0940)
+- **Task**: Sentence-level metaphor detection (binary classification)
+- **Total Sentences**: [Fill exact number here]
+- **Labels**:
+  - `0`: Literal
+  - `1`: Metaphorical
+
+
+### Motivation
+Existing datasets for metaphor detection predominantly focus on English and other resource-rich languages. Nepali, being a morphologically rich, under-resourced language, lacks such curated resources. This dataset addresses this gap to:
+
+- Enable fine-tuning and benchmarking of language models for figurative tasks.
+- Encourage exploration of metaphorical nuances in Nepali culture and literature.
+
+
+### Dataset Structure
+Each sample contains:
+- `text`: Sentence in Nepali.
+- `label`: 0 (Literal) or 1 (Metaphorical)
+
+Example:
+```json
+{"text": "\u0924\u0940\u0916\u094b \u0932\u0940\u0915 \u091c\u0938\u094d\u0924\u094b \u092e\u093e\u0928\u0947 \u091d\u0928\u094d\u091d\u0932\u094d\u091b \u0915\u0940 \u0915\u094b \u091d\u093e\u0928\u0947.", "label": 1}
+```
+
+
+### Data Splits
+Recommended Split:
+- **Training set**: 70%
+- **Validation set**: 15%
+- **Test set**: 15%
+
+Stratified sampling ensures class balance across splits.
+
+
+### Statistics Overview
+- Class Distribution:
+  - Literal: [fill %]
+  - Metaphorical: [fill %]
+- Avg. Sentence Length: [fill value] words
+- Vocabulary Size: [fill value] words
+- Longest sentence: [fill words]
+- Shortest sentence: [fill words]
+
+
+### Annotation Process
+- Annotators: [state if manually annotated or semi-automated]
+- Guidelines: Based on literary, cultural, and linguistic cues in Nepali.
+- Quality Control: Dual annotation with consensus resolution.
+
+
+### Licensing
+- [Choose one: CC BY 4.0 / CC0 / Research Only License]
+- Attribution Required: Yes / No
+
+
+### Citation
+If you use this dataset, please cite:
+
+```
+@dataset{your_name_2025_nepali_metaphor,
+  title={Nepali Sentence-level Metaphor Detection Dataset},
+  author={Your Name},
+  year={2025},
+  url={Link to repository or HuggingFace}
+}
+```
+
+
+### Ethical Considerations
+- Ensure that sentences do not propagate bias or harmful stereotypes.
+- Acknowledge limitations due to cultural specificity.
+- Dataset is intended for research and educational purposes.
+
+
+### Contact
+- Maintainer: [Your Name]
+- Email: [[email protected]]
+
+---
+
+\u2764\ufe0f Good luck for your thesis and dataset release!
+