Search Results for author:
Found 7 papers, 2 papers with code
RLTHF: Targeted Human Feedback for LLM Alignment
Evaluations on HH-RLHF and TL;DR datasets show that RLTHF reaches full-human annotation-level alignment with only 6-7% of the human annotation effort.
Enabling Adoption of Regenerative Agriculture through Soil Carbon Copilots
Mitigating climate change requires transforming agriculture to minimize environ mental impact and build climate resilience.
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Our pipeline consists of multiple stages, including extracting information from PDFs, generating questions and answers, using them for fine-tuning, and leveraging GPT-4 for evaluating the results.
Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
Using the sensor data, we preserve underlying causal relations among sensor attributes and organic matter.
The Age of Synthetic Realities: Challenges and Opportunities
Synthetic realities are digital creations or augmentations that are contextually generated through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data to construct new narratives or realities, regardless of the intent to deceive.
Temporally Sorting Images from Real-World Events
As smartphones become ubiquitous in modern life, every major event — from musical concerts to terrorist attempts — is massively captured by multiple devices and instantly uploaded to the Internet.
Content-Aware Detection of Temporal Metadata Manipulation
Finally, we demonstrate how the proposed method can be employed to estimate a possible time-of-capture in scenarios in which the timestamp is missing from the metadata.
