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Research questionHow well can large language models integrate knowledge across disciplines for interdisciplinary research?Research increasingly depends on combining concepts and evidence from fields with different vocabularies, methods, and standards. It remains unclear whether language models can connect these sources coherently and usefully rather than merely retrieve related text.
AI
Evaluation & Benchmarks
Natural Language Processing
Reasoning
Research Paper
Latest papersRecent research connected to this question, newest first.IDRBench: Understanding the Capability of Large Language Models on Interdisciplinary ResearchThe evidence covers ten mainstream LLMs evaluated on IDR Paper Identification, IDR Idea Integration, and IDR Idea Recommendation through datasets, benchmark tasks, behavioral analysis, and baselines.research paper · Sep 3, 2026
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