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Semantic Scholar is a free, artificial intelligence-powered academic search engine and scientific discovery platform developed by the Allen Institute for AI (AI2). The service applies natural language processing and machine learning to index, analyze, and semantically map hundreds of millions of peer-reviewed scientific papers across all research disciplines. The platform constructs citation graphs that identify highly influential citations within scientific literature and automatically generates one-sentence summaries (TLDRs) to accelerate paper evaluation. Researchers can organize personalized library folders, set up topic-based alert feeds, discover related methodologies, and navigate open-access full-text paper links directly. The tool is designed for academic researchers, scientists, postgraduate scholars, and literature review specialists across scientific fields. It is a completely free, non-profit academic service provided for the benefit of the global research community.