IEEE

Text Classification of Long-tailed Complaints and Reports based on Rebalanced Loss Function

Abstract: The long-tailed distribution of data poses a significant challenge in text classification tasks. The imbalanced distribution of samples among categories often hinders effective ...

MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot

While standard models suffer from context rot as data grows, MIT’s new Recursive Language Model (RLM) framework treats ...
InfoQ

MIT's Recursive Language Models Improve Performance on Long-Context Tasks

Researchers at MIT's CSAIL published a design for Recursive Language Models (RLM), a technique for improving LLM performance on long-context tasks. RLMs use a programming environment to recursively ...