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2406.01607
Cited By

Recent advances in text embedding: A Comprehensive Review of
Top-Performing Methods on the MTEB Benchmark

v1v2 (latest)

Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark

27 May 2024

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Papers citing "Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark"

12 / 12 papers shown

Diverse And Private Synthetic Datasets Generation for RAG evaluation: A multi-agent framework

Diverse And Private Synthetic Datasets Generation for RAG evaluation: A multi-agent framework

121

1

0

26 Aug 2025

Resource-Efficient Adaptation of Large Language Models for Text Embeddings via Prompt Engineering and Contrastive Fine-tuning

Resource-Efficient Adaptation of Large Language Models for Text Embeddings via Prompt Engineering and Contrastive Fine-tuning

Stephan Rappensperger

Hamza Imamović

156

1

0

30 Jul 2025

VN-MTEB: Vietnamese Massive Text Embedding Benchmark

VN-MTEB: Vietnamese Massive Text Embedding Benchmark

271

2

0

29 Jul 2025

On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey

On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey

Shouzheng Huang

307

3

0

28 Jul 2025

Preserving Task-Relevant Information Under Linear Concept Removal

Preserving Task-Relevant Information Under Linear Concept Removal

Floris Holstege

Shauli Ravfogel

409

0

0

12 Jun 2025

Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings

Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings

278

2

0

20 Apr 2025

Multi-Agent LLM Judge: automatic personalized LLM judge design for evaluating natural language generation applications

Multi-Agent LLM Judge: automatic personalized LLM judge design for evaluating natural language generation applications

314

4

0

01 Apr 2025

Semantic Adapter for Universal Text Embeddings: Diagnosing and Mitigating Negation Blindness to Enhance Universality

Semantic Adapter for Universal Text Embeddings: Diagnosing and Mitigating Negation Blindness to Enhance Universality

454

1

0

01 Apr 2025

Writing Style Matters: An Examination of Bias and Fairness in
Information Retrieval Systems

Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval SystemsWeb Search and Data Mining (WSDM), 2024

257

10

0

20 Nov 2024

[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for
Diabetic Retinopathy using Chatbots and Generative AI

[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AIBigData Congress [Services Society] (BSS), 2024

Tobias Schneider

115

1

0

05 Nov 2024

Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information

Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question InformationEducational Data Mining (EDM), 2024

Richard Lee Davis

Seyed Parsa Neshaei

Pierre Dillenbourg

343

3

0

30 Sep 2024

Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable
Frameworks

Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks

360

50

0

26 Jul 2024

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