The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design

The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design

22 August 2024

Maria Tikhonova

Alena Fenogenova

Alexander Abramov

Papers citing "The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design"

6 / 6 papers shown

Title
Building Russian Benchmark for Evaluation of Information Retrieval Models Grigory Kovalev M. Tikhomirov Evgeny Kozhevnikov Max Kornilov Natalia Loukachevitch 29 0 0 17 Apr 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 73 3 0 11 Mar 2025
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 115 328 0 05 Feb 2024
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Zhao Cao RALM 118 109 0 24 May 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 60 59 0 20 Dec 2019