The Scandinavian Embedding Benchmarks: Comprehensive Assessment of
Multilingual and Monolingual Text Embedding

The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding

4 June 2024

Niklas Muennighoff

Kristoffer Laigaard Nielbo

Papers citing "The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding"

9 / 9 papers shown

Title
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed K. Enevoldsen Niklas Muennighoff VLM 35 0 0 14 Apr 2025
NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark Vladislav Mikhailov Tita Ranveig Enstad David Samuel Hans Christian Farsethås Andrey Kutuzov Erik Velldal Lilja Øvrelid ELM 43 0 0 10 Apr 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 61 3 0 11 Mar 2025
A Comparative Study of Text Retrieval Models on DaReCzech Jakub Stetina Martin Fajcik Michal Stefanik Michal Hradis 69 0 0 19 Nov 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 19 3 0 22 Aug 2024
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks Dan S. Nielsen Kenneth Enevoldsen Peter Schneider-Kamp ELM 35 2 0 19 Jun 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 306 0 05 Feb 2024
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 961 0 17 Apr 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018