LaySciSearch
LaySciSearch fine-tunes embedding models so plain-language queries can retrieve scientific jargon, titles, and abstracts. End-to-end pipeline: LLM-generated training data, two-stage contrastive fine-tuning (SciBERT + Qwen), and retrieval evaluation on SciRepEval.