Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks Paper • 2406.13469 • Published Jun 19, 2024 • 1
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding Paper • 2406.02396 • Published Jun 4, 2024 • 1
Augmenty: A Python Library for Structured Text Augmentation Paper • 2312.05520 • Published Dec 9, 2023 • 1
TextDescriptives: A Python package for calculating a large variety of metrics from text Paper • 2301.02057 • Published Jan 5, 2023 • 1
Improving reasoning at inference time via uncertainty minimisation Paper • 2603.07159 • Published Mar 7 • 1
Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Paper • 2506.21182 • Published Jun 26, 2025 • 3
DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data Paper • 2608.13517 • Published 25 days ago • 33
One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation Paper • 2605.22544 • Published May 21 • 2
view article Article Bekko Embedding: how small can a multilingual retrieval model be? hotchpotch • Jul 29 • 6
view article Article NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval nvidia • Jul 16 • 59
MVEB Collection Audio-visual video embedding quality across retrieval, classification, clustering, pair classification, zero-shot classification, and video-centric... • 22 items • Updated Jun 16 • 3
view article Article MTEB Leaderboard: From a slow demo to feature-rich leaderboard Samoed • Jun 12 • 23
Munin 1.0 Collection The first release of the Munin models by the Danish Foundation Models project, being existing base models post-trained for Danish and English. • 3 items • Updated Jun 11 • 6
Dynaword Paper artifacts Collection This is a collection of artifact released as a part of the paper: "Dynaword: From One-shot to Continuously Developed Datasets". • 8 items • Updated Nov 4, 2025 • 1
MTEB Papers Collection This is a collection of MTEB papers (not exhaustive). • 9 items • Updated Feb 24 • 4