PaperList

Features

• Less Is More for Alignment: Unsupervised pretraining for language models, with limited instruction tuning, can produce high-quality output.
  
• Neural Network Architecture Beyond Width and Depth: NestNet uses a 3D structure that approximates continuous functions with less error than previous neural networks.
  
• High-Performance Graph Databases: Scalable and portable graph database system outperforms past GDBs in performance, scalability, programmability.
  
• GPT Detectors are Biased Against Non-Native English Writers: Study shows that current detectors of AI-generated content misclassify non-native English writing as AI-generated.
  
• Cooperation Is All You Need: Cooperator, an algorithm for reinforcement learning inspired by neurobiological discoveries, outperforms traditional neural network architecture.
  
• Tree of Thoughts: Deliberate Problem Solving with Large Language Models: The Tree of Thoughts (ToT) framework enables coherent units of text as intermediate steps toward problem-solving in language models.
  
• Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold: DragGAN allows users to manipulate GAN images by dragging points, achieving precise control over pose, and layout for realistic outputs.
  
• Towards Expert-Level Medical Question Answering with Large Language Models: Med-PaLM 2, an AI system, can accurately answer medical questions with clinical utility at levels similar to physicians.
  
• DarkBERT: A Language Model for the Dark Side of the Internet: DarkBERT, a language model specific to the Dark Web, outperforms current models and may prove valuable for future Dark Web research.
  
• Principle-Driven Self-Alignment of Language Models: SELF-ALIGN combines AI reasoning with large language models, producing high-quality responses with minimal human supervision.
  

Use Cases:

• Stay Informed on the Latest Research: With a wide range of topics, PaperList helps you stay up to date on the latest research in AI and machine learning.
  
• Collaborate on Research Projects: Share research papers and collaborate with experts from around the world on cutting-edge research projects.
  
• Improve Your AI Skills: Learn from experts in the AI and machine learning field and improve your skills with the latest research papers.
  

PaperList is the go-to source for the latest research in AI and machine learning, featuring a diverse range of topics and expert insights.