Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress Paper • 2506.19571 • Published Jun 24, 2025 • 1
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation Paper • 2601.18006 • Published May 27 • 4
ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering Paper • 2510.09351 • Published Oct 10, 2025
AgREE: Agentic Reasoning for Knowledge Graph Completion on Emerging Entities Paper • 2508.04118 • Published Aug 6, 2025
LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA Paper • 2510.13494 • Published Oct 15, 2025 • 2