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Explainable Molecular Property Prediction: Aligning Chemical Concepts with Predictions via Language Models

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Providing explainable molecular property predictions is critical for many scientific domains, such as drug discovery and material science. Though transformer-based language models have shown great potential in accurate molecular property prediction, they neith... ...