Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

8 May 2024

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Papers citing "Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models"

39 / 39 papers shown

Title
From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures Florian Rottach William Rudman Bastian Rieck Harrisen Scells Carsten Eickhoff 117 0 0 27 Nov 2025
Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering Vlad Negoita Mihai Masala Traian Rebedea 114 0 0 02 Nov 2025
GigaEmbeddings: Efficient Russian Language Embedding Model Egor Kolodin Daria Khomich Nikita Savushkin Anastasia Ianina Fyodor Minkin 116 0 0 25 Oct 2025
CoRECT: A Framework for Evaluating Embedding Compression Techniques at Scale L. Caspari M. Dinzinger K. Ghosh Dastidar C. Fellicious J. Mitrović M. Granitzer 133 0 0 22 Oct 2025
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning Vera Pavlova Mohammed Makhlouf CLL 151 0 0 19 Oct 2025
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report Rikiya Takehi Benjamin Clavié Sean Lee Aamir Shakir VLM 100 1 0 16 Oct 2025
DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management Kai Yin Xiangjue Dong Chengkai Liu Allen Lin Lingfeng Shi Ali Mostafavi James Caverlee VLM 120 0 0 16 Oct 2025
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models Cheng-Han Chiang Xiaofei Wang Linjie Li Chung-Ching Lin Kevin Qinghong Lin Shujie Liu Zhendong Wang Zhengyuan Yang Hung-yi Lee Lijuan Wang LLMAG ReLM RALM LRM 180 3 0 08 Oct 2025
Compressed Concatenation of Small Embedding Models M. Ayoub Ben Ayad Michael Dinzinger Kanishka Ghosh Dastidar Jelena Mitrović Michael Granitzer 104 0 0 06 Oct 2025
The Data-Quality Illusion: Rethinking Classifier-Based Quality Filtering for LLM Pretraining Thiziri Nait Saada Louis Béthune Michal Klein David Grangier Marco Cuturi Pierre Ablin 134 0 0 01 Oct 2025
LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations Robin Vujanic Thomas Rueckstiess 104 2 0 16 Sep 2025
How to Evaluate Medical AI Ilia Kopanichuk Petr Anokhin V. Shaposhnikov Vladimir Makharev Ekaterina Tsapieva Iaroslav Bespalov Dmitry V. Dylov Ivan Oseledets ELM 205 0 0 15 Sep 2025
Boosting Data Utilization for Multilingual Dense Retrieval Chao Huang Fengran Mo Yufeng Chen Changhao Guan Zhenrui Yue Xinyu Wang Jinan Xu Kaiyu Huang 136 1 0 11 Sep 2025
Chronological Passage Assembling in RAG framework for Temporal Question Answering Byeongjeong Kim Jeonghyun Park Joonho Yang Hwanhee Lee 105 2 0 26 Aug 2025
Retrieval Capabilities of Large Language Models Scale with Pretraining FLOPs Jacob P. Portes Connor Jennings Erica Ji Yuen Sasha Doubov Michael Carbin RALM LRM ELM 132 1 0 24 Aug 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 245 3 0 28 Jul 2025
DeRAG: Black-box Adversarial Attacks on Multiple Retrieval-Augmented Generation Applications via Prompt Injection Jerry Wang Fang Yu SILM AAML 97 1 0 20 Jul 2025
FlexOlmo: Open Language Models for Flexible Data Use Weijia Shi Akshita Bhagia Kevin Farhat Niklas Muennighoff Pete Walsh ... Luke Zettlemoyer Pang Wei Koh Hannaneh Hajishirzi Ali Farhadi Sewon Min MoE 343 4 0 09 Jul 2025
Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data Manveer Singh Tamber Suleman Kazi Vivek Sourabh Jimmy Lin 215 1 0 25 May 2025
S-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment J. Haase P. Hanel Sebastian Pokutta LRM 301 4 0 14 May 2025
SweRank: Software Issue Localization with Code Ranking R. Reddy Tarun Suresh JaeHyeok Doo Wenshu Fan Xuan-Phi Nguyen Yingbo Zhou Semih Yavuz Caiming Xiong Heng Ji Shafiq Joty 273 9 0 07 May 2025
Safety Pretraining: Toward the Next Generation of Safe AI Pratyush Maini Sachin Goyal Dylan Sam Alex Robey Yash Savani Yiding Jiang Andy Zou Zacharcy C. Lipton J. Zico Kolter J. Zico Kolter 485 16 0 23 Apr 2025
Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation Manveer Singh Tamber Suleman Kazi Vivek Sourabh Jimmy J. Lin 283 2 0 27 Feb 2025
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Matan Ben-Tov Mahmood Sharif RALM 497 4 0 30 Dec 2024
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and RerankingInternational Conference on Learning Representations (ICLR), 2024 Tarun Suresh R. Reddy Yifei Xu Zach Nussbaum Andriy Mulyar Brandon Duderstadt Heng Ji 477 1 0 01 Dec 2024
Model Editing for LLMs4Code: How Far are We?International Conference on Software Engineering (ICSE), 2024 Xiaopeng Li Shasha Li Shan Zhao Jun Ma Jie Yu Xiaodong Liu Jing Wang Shezheng Song Weimin Zhang KELM 275 9 0 11 Nov 2024
Qtok: A Comprehensive Framework for Evaluating Multilingual Tokenizer Quality in Large Language Models Iaroslav Chelombitko Egor Safronov Aleksey Komissarov 186 3 0 16 Oct 2024
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding ModelsApplied Informatics (AI), 2024 Ambuje Gupta Mrinal Rawat Andreas Stolcke Roberto Pieraccini RALM 174 1 0 16 Oct 2024
EPS-MoE: Expert Pipeline Scheduler for Cost-Efficient MoE Inference Yulei Qian Fengcun Li Xiangyang Ji Xiaoyu Zhao Jianchao Tan Jianchao Tan Xunliang Cai MoE 304 7 0 16 Oct 2024
Efficient Pretraining Data Selection for Language Models via Multi-Actor CollaborationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Tianyi Bai Ling Yang Zhen Hao Wong Fupeng Sun Jiahui Peng ... Lijun Wu Jiantao Qiu Wentao Zhang Binhang Yuan Conghui He LLMAG 365 6 0 10 Oct 2024
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios Hai Lin Shaoxiong Zhan Junyou Su Haitao Zheng Hui Wang RALM 192 3 0 24 Sep 2024
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Orion Weller Benjamin Van Durme Dawn J Lawrie Ashwin Paranjape Yuhao Zhang Jack Hessel LRM RALM 190 41 0 17 Sep 2024
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG Gabriel de Souza P. Moreira Ronay Ak Benedikt Schifferer Mengyao Xu Radek Osmulski Even Oldridge 177 14 0 12 Sep 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model designNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 417 18 0 22 Aug 2024
NV-Retriever: Improving text embedding models with effective hard-negative mining Gabriel de Souza P. Moreira Radek Osmulski Mengyao Xu Ronay Ak Benedikt Schifferer Even Oldridge RALM 326 74 0 22 Jul 2024
The 2024 Foundation Model Transparency Index Rishi Bommasani Kevin Klyman Sayash Kapoor Shayne Longpre Betty Xiong Nestor Maslej Abigail Z. Jacobs ELM 283 5 0 17 Jul 2024
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Guilherme Penedo Hynek Kydlícek Loubna Ben Allal Anton Lozhkov Margaret Mitchell Colin Raffel Leandro von Werra Thomas Wolf 366 539 0 25 Jun 2024
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track Ronak Pradeep Nandan Thakur Sahel Sharifymoghaddam Eric Zhang Ryan Nguyen Daniel Campos Nick Craswell Jimmy Lin 282 30 0 24 Jun 2024
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models Manveer Singh Tamber Jasper Xian Jimmy Lin MLAU SILM 661 5 0 13 Jun 2024

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Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

Papers citing "Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models"