TQLite: Multi-LLM Jury Guided Distillation for Real-time MQM Translation Quality Evaluation

Bhavin Jawade, Cameron R. Wolfe

Large language models (LLMs) have demonstrated impressive performance in MQM-based translation quality (TQ) evaluation, and recent advances in large reasoning models (LRMs) promise…