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researcher

Rafael Padilha

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.IR1
  • cs.LG1
ORCID 0000-0003-1944-5475

identity via Semantic Scholar / OpenAlex

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

52 citations · 52 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2024

Enabling Adoption of Regenerative Agriculture through Soil Carbon Copilots

Margaret Capetz, Swati Sharma, Rafael Padilha +4

Mitigating climate change requires transforming agriculture to minimize environ mental impact and build climate resilience. Regenerative agricultural practices enhance soil organic…

cs.CL2024★ 52 cited

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

Angels Balaguer, Vinamra Benara, Renato Luiz de Freitas Cunha +13

There are two common ways in which developers are incorporating proprietary and domain-specific data when building applications of Large Language Models (LLMs): Retrieval-Augmented…

cs.LG2024

Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization

Somya Sharma, Swati Sharma, Rafael Padilha +2

Monitoring organic matter is pivotal for maintaining soil health and can help inform sustainable soil management practices. While sensor-based soil information offers higher-fideli…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.