AggLM: Revolutionizing Solution Aggregation in Large Language Models with Reinforcement Learning

Exploring Solution Aggregation in Large Language Models: When Majority Voting Falls Short Hey there, if you’re diving into the world of large language models (LLMs) and wondering how we can make them smarter at solving tough problems, you’ve come to the right place. I’ve been thinking about this a lot lately—especially how generating multiple solutions and then picking the best one can boost performance on reasoning tasks. But what if the most popular answer among those solutions isn’t the right one? That’s where things get interesting. In this post, we’ll unpack a method called AggLM, which uses reinforcement learning to …