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README.md

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 # MassSpecGym De Novo: Generative SMILES Transformer
 
-[cite_start]This is an **Encoder-Decoder Transformer** designed to "translate" mass spectrometry peaks directly into chemical structures (SMILES strings) without a candidate database[cite: 59, 68].
+This is an **Encoder-Decoder Transformer** designed to "translate" mass spectrometry peaks directly into chemical structures (SMILES strings) without a candidate database.
 
 ## Model Details
 - **Architecture:** Spectral Encoder-Decoder with Intensity Rank Embeddings.