tax-free/scientific-ideation-diversity
Scientific Ideation Diversity Raw data release for the paper "On the Effects of Reasoning Effort and Prompt-Based Diversification on Scientific Ideation Diversity" (Discovery Science 2026). The paper studies how reasoning effort (low/medium/high) and prompt-based diversification (Verbalized Sampling, String Seed of Thought) shift the diversity of LLM-generated scientific ideas across three frontier models — Claude Sonnet 4.6, GPT-5.4, Gemini 3.1 Pro — evaluated with lexical… See the full description on the dataset page: https://huggingface.co/datasets/tax-free/scientific-ideation-diversity.
Conversations for this repository live on Hugging Face.
CoolFace shows imported repositories read-only. Posting into someone else’s repository from here would need an authorised integration and the account holder’s consent, so the link goes to the source instead.
Open discussions on Hugging Face