A new dataset and MAG-guided triplet-loss fine-tuning, plus LLM reranking, improves retrieval of methodologically inspirational papers for research proposals by several points over strong baselines.
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MIR: Methodology Inspiration Retrieval for Scientific Research Problems
A new dataset and MAG-guided triplet-loss fine-tuning, plus LLM reranking, improves retrieval of methodologically inspirational papers for research proposals by several points over strong baselines.