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University of Mannheim
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Lightweight contrastive alignment strategies can effectively bridge the gap between unstructured biomedical texts and structured knowledge graphs, revealing that simplicity often trumps complexity in this domain.
LLMs falter in geospatial reasoning, with performance plateauing below two-thirds accuracy even when provided with gold facts, revealing computation as the key bottleneck.
