Benoit Da Mota

Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark

Natural Language Processing (NLP) has catalyzed a paradigm shift in Computer-Aided Synthesis Planning (CASP), reframing chemical synthesis prediction as a sequence-to-sequence modeling problem over molecular string representations like SMILES. This framing has enabled the direct application of langu