Token Distribution versus Data Volume: Domain Balancing in Multi-Domain Meeting Summarisation
The study investigated whether balancing meeting summarisation data by token count or example count improves performance across different domains. By fixing the total token budget, researchers found that balancing by tokens redistributes quality, boosting minority domains while lowering majority ones. This suggests practitioners should choose a balancing method based on whether minority domain quality is critical.