Update README.md

README.md

@@ -39,21 +39,19 @@ size_categories:
 ---
 
 # JEE Preparation OTS Dataset
-*High-quality dataset for JEE preparation, curated for accuracy and relevance.*
+*High-quality PCMB Competitive Examination Dataset*
 
 ## Dataset Summary
-This dataset contains 400,000 question-answer pairs for JEE (Joint Entrance Examination) preparation, covering Physics, Chemistry, Mathematics, and Biology. It includes textual and image-based content, designed for students preparing for admission to top Indian engineering institutes.
-
+This dataset contains 400,000 question-answer pairs focused on competitive indian engineering examination content, covering Physics, Chemistry, Mathematics, and Biology. It includes textual and image-based content.
 ## Contact
 For queries, contact: arunabh@kgen.io
 
 ## Supported Tasks
-- **Task Categories**: Question Answering
+- **Task Categories**: Question Answers
 - **Tasks**:
-  - Training question-answering models
-  - Multimodal learning (text + image)
-  - Educational tool development
-  - Student practice
+  - Pre and Post-Training
+  - Multimodal Learning (text + image)
+  - Educational Tool Development
 
 ## Languages
 - **Primary Language**: English (en)
@@ -63,52 +61,20 @@ For queries, contact: arunabh@kgen.io
 Each instance includes a question and answer, with optional images (e.g., diagrams, graphs).
 - **Total Samples**: 400,000
 
-### Data Fields
-- `question_id`: Unique identifier
-- `subject`: {Physics, Chemistry, Mathematics, Biology}
-- `question_text`: Question text
-- `question_image`: Image file (if applicable)
-- `answer_text`: Answer text
-- `answer_image`: Image file (if applicable)
-
 ### Data Distribution
 - **Subjects**: Evenly distributed across Physics, Chemistry, Mathematics, Biology
 - **Content Type**: Textual and image-based
 
 ## Dataset Creation
 ### Curation Rationale
-Created to support JEE aspirants with diverse, high-quality question-answer pairs aligned with the JEE syllabus.
+Created to support STEM students with diverse, high-quality question-answer pairs aligned with the JEE syllabus.
 
 ### Source Data
 - **Contributors**: Subject matter experts
-- **Collection**: Compiled from educational resources and mock tests
 
 ### Annotations
 - **Process**: Manually curated and verified by experts
-- **Quality Control**: Validated for accuracy
-
-## Considerations for Using the Data
-### Social Impact
-Enhances access to quality educational resources for JEE preparation.
-
-### Biases
-- **Syllabus Bias**: Tailored to JEE, may not cover other exams
-
-### Limitations
-- Specific to JEE syllabus
-- Image-based content requires proper rendering
-- Accessibility for image content may need additional processing
-
-## Intended Uses
-### ✅ Direct Use
-- Training question-answering models
-- Developing educational apps
-- Student practice
-
-### ❌ Out-of-Scope Use
-- Non-educational commercial use
-- Unverified real-time systems
+- **Quality Control**: Validated for factual correctness, grammar, duplication, and plagiarism
 
 ## License
 CC BY 4.0
-```