Duplicate from Pokerwf/KnowLogic

Co-authored-by: Jingyuan <Pokerwf@users.noreply.huggingface.co>

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README.md

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+---
+annotations_creators: ["human-annotated"]
+language: ["en", "zh"]
+multilinguality: ["bilingual"]
+size_categories: ["1K<n<10K"]
+source_datasets: []
+task_categories: ["question-answering"]
+---
+
+# KnowLogic 🧠📊
+
+**KnowLogic** is a knowledge-driven synthetic benchmark designed to evaluate the reasoning abilities of large language models (LLMs). It includes 5400 bilingual (Chinese and English) questions across various domains, covering different aspects of commonsense knowledge and logical reasoning.
+
+## Dataset Summary 📖
+
+KnowLogic is constructed through a **dynamic data synthesis** approach that integrates commonsense knowledge, plausible scenarios, and diverse logical reasoning types. The dataset provides **adjustable difficulty levels** and **fine-grained annotations**, enabling in-depth evaluation of reasoning capabilities.
+
+📌 **Key Features:**
+- **Bilingual:** English & Chinese 🌍
+- **Multi-domain:** Questions span different fields 🏛️
+- **Structured Complexity:** Adjustable difficulty levels 🎚️
+- **Fine-grained Labels:** Comprehensive performance assessment 🔬
+
+## Dataset Structure 📂
+
+The dataset "test.jsonl" is stored in **JSONL format**, with each entry containing:
+```json
+{
+     "id": "nature-2-en",
+        "domain": "nature",
+        "language": "en",
+        "text": "A hardworking farmer has four fields. In each field he plants one of four crops: persimmon, sesame seed, Osmanthus fragrans, bayberry. It is known that: The plant in field No.1 is orange; The plant in field No.2 is not a fruit; The plant in field No.4 is not a fruit; The plant in field No.4 is not a flower or grass.",
+        "question": "____ is planted in field No.4.",
+        "options": {
+            "A": "persimmon",
+            "B": "sesame seed",
+            "C": "Osmanthus fragrans",
+            "D": "bayberry"
+        },
+        "answer": [
+            "B"
+        ],
+        "level": 2,
+}
+We also provide separate test data files for different domains and different languages.