{"repo":"nju-websoft/HuggingBench","free":true,"listed":false,"github":"https://github.com/nju-websoft/HuggingBench","clone":"git clone https://github.com/nju-websoft/HuggingBench.git","description":"[SIGIR 2025] Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph","language":"Python","stars":17,"topics":["classification","knowledge-graph","recommendation","tracing"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph                   This repository provides the code and data for the paper \"Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph\" . 📰 News [2025-04-05] Our resource paper on HuggingKG and HuggingBench has been accepted at SIGIR 2025 ! 🎉🎉🎉 🔗 Data The HuggingKG knowledge graph and HuggingBench benchmark are available on the Hugging Face. 🧠 HuggingKG - triples.txt : The full set of graph triples in the format: - HuggingKG V20241215174821.zip : A zip archive containing JSON files with detailed node and edge attributes. Each JSON file is a list of dict. 📊 HuggingBench 🔁 Resource Recommendation - general rec : Includes train/val/test splits formatted for SSLRec - social rec : Includes user social relations and splits for social recommendation - ke rec xxx : Includes knowledge-enhanced splits using HuggingKG triples as external knowledge graphs 🏷️ Task Classification - classification.zip : Multilabel train/val/test files with task-to-ID mappings - huggingface xxx.pt : Graph data formatted for CogDL 🔍 Model Tracing - training.txt , validation.txt , test.txt : Formatted for LibKGE 🧾 HuggingKG Construction HuggingKG is a comprehensive knowledge graph constructed from Hugging Face, capturing rich connections between models, datasets, papers, users, and other resources","default_branch":null,"files":null,"tree":[],"storefront":"/r/nju-websoft","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nju-websoft/HuggingBench/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}