{"repo":"noy-sternlicht/CHIMERA-KB","free":true,"listed":false,"github":"https://github.com/noy-sternlicht/CHIMERA-KB","clone":"git clone https://github.com/noy-sternlicht/CHIMERA-KB.git","description":"Official implementation of the paper \"CHIMERA: A Knowledge Base of Idea Recombination in Scientific Literature\"","language":"Python","stars":13,"topics":["creativity","dataset","ideation","information-extraction","knowledge-base","knowledge-graph","science-of-science","scientific-discovery"],"license":null,"category":"productivity","readme_excerpt":"Project Paper Data --- The CHIMERA knowledge base CHIMERA is knowledge base of over 28K real scientific recombination examples. Recombination is the process of creating original ideas by integrating elements of existing mechanisms and concepts. For example, taking inspiration from nature to design new technologies. We build CHIMERA by automatically extracting examples of \"recombination in action\" from the scientific literature: You are welcome to use CHIMERA to study recombination in science, develop new algorithms, or for any other purpose! Make sure to cite our paper as described here. Table of Contents Updates HuggingFace Repositories Getting Started Installation Setting up API keys External dependencies RankGPT GoLLIE mistal-finetne Demos Recombination extraction Recombination prediction Reproducing paper results Recombination extraction Knowledge base analysis Prediction experiments User study Citation Authors Updates 2026-04-12 : Our paper has been accepted to ACL 2026 (main conference)! 🎉 2025-06-02 : Our data is now available on Huggingface 🤗 CHIMERA - Raw edges of the CHIMERA KB. Recombination-Pred - A version of CHIMERA for the recombination prediction task (with train/valid/test splits, problem context, and leakage detection). 🤗 HuggingFace Repositories Collection Description --- --- chimera-data CHIMERA dataset chimera-prediction-models Fine-tuned bi-encoders for recombination prediction chimera-extraction-models Fine-tuned models for recombination extraction f","default_branch":null,"files":null,"tree":[],"storefront":"/r/noy-sternlicht","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/noy-sternlicht/CHIMERA-KB/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."}