DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data Paper • 2608.13517 • Published Aug 13 • 33
Dynaword: From One-shot to Continuously Developed Datasets Paper • 2508.02271 • Published Aug 4, 2025 • 15
MMTEB: Massive Multilingual Text Embedding Benchmark Paper • 2502.13595 • Published Feb 19, 2025 • 50
Improving reasoning at inference time via uncertainty minimisation Paper • 2603.07159 • Published Mar 7 • 1
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding Paper • 2406.02396 • Published Jun 4, 2024 • 1
One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation Paper • 2605.22544 • Published May 21 • 2
HUME: Measuring the Human-Model Performance Gap in Text Embedding Task Paper • 2510.10062 • Published Oct 11, 2025 • 10
Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Paper • 2506.21182 • Published Jun 26, 2025 • 3