Bruno Silva

Publications

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- TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics
  
  Angela Busheska, Vikram Iyer, Bruno Silva, Peder Olsen, Ranveer Chandra, Vaishnavi Ranganathan
  
  Proceedings of the 26th International Workshop on Mobile Computing Systems and Applications | February 2025
  
  DOI Publication Publication
- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication Project Project
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication Project Project
- GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
  
  Bruno Silva, Leonardo Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra
  
  October 2023
  
  Publication Project Project

- TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics
  
  Angela Busheska, Vikram Iyer, Bruno Silva, Peder Olsen, Ranveer Chandra, Vaishnavi Ranganathan
  
  Proceedings of the 26th International Workshop on Mobile Computing Systems and Applications | February 2025
  
  DOI Publication Publication
- TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics
  
  Angela Busheska, Vikram Iyer, Bruno Silva, Peder Olsen, Ranveer Chandra, Vaishnavi Ranganathan
  
  Proceedings of the 26th International Workshop on Mobile Computing Systems and Applications | February 2025
  
  DOI Publication Publication
- TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics
  
  Angela Busheska, Vikram Iyer, Bruno Silva, Peder Olsen, Ranveer Chandra, Vaishnavi Ranganathan
  
  Proceedings of the 26th International Workshop on Mobile Computing Systems and Applications | February 2025
  
  DOI Publication Publication
- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication Project Project
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication Project Project
- GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
  
  Bruno Silva, Leonardo Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra
  
  October 2023
  
  Publication Project Project
- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication Project Project
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication Project Project

- TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics
  
  Angela Busheska, Vikram Iyer, Bruno Silva, Peder Olsen, Ranveer Chandra, Vaishnavi Ranganathan
  
  Proceedings of the 26th International Workshop on Mobile Computing Systems and Applications | February 2025
  
  DOI Publication Publication
- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication Project Project
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication Project Project
- GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
  
  Bruno Silva, Leonardo Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra
  
  October 2023
  
  Publication Project Project

Bruno Silva

Publications

TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models

TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics

TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics

TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models