How I Study AI - Learn AI Papers & Lectures the Easy Way

SciDER: Scientific Data-centric End-to-end Researcher

Beginner

Ke Lin, Yilin Lu et al.Mar 2arXiv

SciDER is a team of smart AI helpers that can run almost the whole research process: think of ideas, read raw data, write and run code, and improve itself with feedback.

#data-centric AI#AI research agent#self-evolving memory

PaperBanana: Automating Academic Illustration for AI Scientists

Beginner

Dawei Zhu, Rui Meng et al.Jan 30arXiv

PaperBanana is a team of AI helpers that turns a paper’s method text and caption into a clean, accurate, publication-ready figure.

#academic illustration#methodology diagrams#visual language models

Confidence Estimation for LLMs in Multi-turn Interactions

Intermediate

Caiqi Zhang, Ruihan Yang et al.Jan 5arXiv

This paper studies how sure (confident) large language models are during multi-turn chats where clues arrive step by step.

#multi-turn confidence estimation#LLM calibration#InfoECE

Papers3

SciDER: Scientific Data-centric End-to-end Researcher

PaperBanana: Automating Academic Illustration for AI Scientists

Confidence Estimation for LLMs in Multi-turn Interactions