Papers by Luis E Tafoya
Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text (2025.naacl-industry)
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Ala Jararweh, Oladimeji Macaulay, David Arredondo, Yue Hu, Luis E Tafoya, Kushal Virupakshappa, Avinash Sahu
| Challenge: | Proteins play critical roles in biological systems, yet 99.7% of 227 million known protein sequences remain uncharacterized due to the limitations of experimental methods. |
| Approach: | They propose a multimodal large language model that interprets protein sequences and generates informative text to address open-ended questions about protein functions and attributes. |
| Outcome: | The proposed model outperforms existing models in open-ended question-answering tasks. |