|
|
| --- |
| license: apache-2.0 |
| language: |
| - ps |
| - en |
| - multilingual |
| tags: |
| - pashto |
| - pashto-ai |
| - قانوني |
| - legal |
| - legal-reasoning |
| - multilingual-reasoning |
| - chain-of-thought |
| - law |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Legal Issues Multilingual Reasoning |
|
|
| ## Dataset Summary |
|
|
| **Legal Issues Multilingual Reasoning** is a specialized, high-quality dataset designed for training and evaluating Large Language Models (LLMs) on complex legal analysis, step-by-step logical chain-of-thought (CoT) reasoning, and multilingual legal problem-solving. |
|
|
| The dataset contains structured samples featuring system prompts, user queries, reasoning steps, and comprehensive legal answers adapted for specialized jurisdictions and languages (such as Pashto (`ps`) and others). |
|
|
| ## Dataset Structure |
|
|
| ### Data Fields |
|
|
| Each example in the JSONL files is structured with a conversation-style message format containing the following roles: |
| * **`messages`**: A list of message objects consisting of: |
| * `role` ("system"): Establishes the persona of an experienced legal analyst and expert skilled in statutory interpretation, regulatory analysis, and complex legal breakdown. |
| * `role` ("user"): Presents a specific legal query, scenario, or question regarding laws, legal aid organizations, rights, or procedures. |
| * `role` ("assistant"): Contains the model's structured response, which includes: |
| * `<reasoning>`: Step-by-step internal analytical breakdown and evaluation of the legal issue. |
| * `<answer>`: The final, comprehensive response delivered to the user. |
|
|
| ### Example Instance |
|
|
| ```json |
| { |
| "messages": [ |
| { |
| "role": "system", |
| "content": "تاسو یو تجربه لرونکی حقوقي شنونکی او حقوقي پوه یئ چې د مرحلې په واسطه د قوانینونو تشریح، د قضایي مقرراتو تحلیل، او د سختو حقوقي مسایلو تجزیه کولو کې مهارت لرئ." |
| }, |
| { |
| "role": "user", |
| "content": "په عموم کې د حقوقي مرستې سازمانونو له لارې کوم ډول حقوقي مرستې وړاندیز کیږي؟" |
| }, |
| { |
| "role": "assistant", |
| "content": "<reasoning>\nد دې مؤثره مقابلو لپاره، ما اړتیا درلوده چې دوه اصلي برخې حل کړم...\n</reasoning>\n\n<answer>\nد قانوني مرستې سازمانونه عموماً د مختلفو قانوني مرستې خدمات وړاندې کوي...\n</answer>" |
| } |
| ] |
| } |
| |
| ``` |
|
|
| ## Source and Processing |
|
|
| * **Data Cleaning:** Unwanted metadata tags (such as raw IDs and specific language tags embedded at the root level) have been stripped to align with standard conversational training frameworks. |
| * **Use Cases:** Fine-tuning open-source LLMs (such as Llama, Mistral, or Qwen) for legal domain adaptation, chain-of-thought reasoning alignment, and low-resource multilingual legal assistant deployment. |
|
|
| ## Citation |
|
|
| If you use this dataset in your research or applications, please cite it appropriately: |
|
|
| ```bibtex |
| @dataset{legal_issues_multilingual_reasoning, |
| author = {Nassim JP}, |
| title = {Legal Issues Multilingual Reasoning}, |
| year = {2026}, |
| publisher = {Hugging Face}, |
| url = {[https://huggingface.co/datasets/nassimjp/Legal-Issues-Multilingual-Reasoning](https://huggingface.co/datasets/nassimjp/Legal-Issues-Multilingual-Reasoning)} |
| } |
| |
| ``` |
|
|
| ``` |
| |
| ``` |
