Field notes
2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
Click the web, then scroll to zoom
Every note is in the list below. The web of topics draws here once the page has loaded.
2 of 2,343 notes match.
- Question answered
- Source note
- Topic
- Shared notes
Notes on confidence estimation
2 notes
From Critic to Confidence: PPO for Language-Based Quantitative Prediction with Confidence Estimation
Researchers introduce a new framework called CARE-PPO to improve language-based quantitative prediction by both accurately estimating numerical values and providing reliable confidence signals. The method uses…
Future Confidence Distillation in Large Language Models
The paper investigates how the confidence of large language models evolves during the answering process. It compares pre-solution and post-solution confidence estimates across different models and finds that…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
