SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 3851–3900 of 14297 papers

TitleStatusHype
Guiding Retrieval using LLM-based Listwise RankersCode0
Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval—0
MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents—0
Continuous Approach to Phase (Norm) Retrieval Frames—0
Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models—0
Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
Talk to Right Specialists: Routing and Planning in Multi-agent System for Question Answering—0
Unsupervised Query Routing for Retrieval Augmented Generation—0
Large Language Models: New Opportunities for Access to Science—0
Multimodal semantic retrieval for product searchCode0
Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective—0
Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning—0
Parallel Key-Value Cache Fusion for Position Invariant RAG—0
The Devil is in the Spurious Correlation: Boosting Moment Retrieval via Temporal Dynamic Learning—0
A Proposed Large Language Model-Based Smart Search for Archive System—0
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval—0
Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT—0
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
First Token Probability Guided RAG for Telecom Question Answering—0
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems—0
Deep Reversible Consistency Learning for Cross-modal RetrievalCode0
Text2Playlist: Generating Personalized Playlists from Text on DeezerCode0
Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier—0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
SUGAR: Leveraging Contextual Confidence for Smarter Retrieval—0
LLMQuoter: Enhancing RAG Capabilities Through Efficient Quote Extraction From Large ContextsCode0
A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications—0
Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization—0
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring ContextsCode0
Reproducing HotFlip for Corpus Poisoning Attacks in Dense RetrievalCode0
Re-ranking the Context for Multimodal Retrieval Augmented Generation—0
Multi-task retriever fine-tuning for domain-specific and efficient RAG—0
Knowledge Retrieval Based on Generative AI—0
End-to-End Bangla AI for Solving Math Olympiad Problem Benchmark: Leveraging Large Language Model Using Integrated Approach—0
Multilingual Open QA on the MIA Shared Task—0
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT—0
The generalized phase retrieval problem over compact groups—0
Towards Reliable Testing for Multiple Information Retrieval System ComparisonsCode0
Retrieval-Augmented Generation by Evidence Retroactivity in LLMs—0
Multimodal Multihop Source Retrieval for Web Question Answering—0
SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving—0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value IdentificationCode0
RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance—0
Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data—0
Political Events using RAG with LLMs—0
DDRM-PR: Fourier Phase Retrieval using Denoising Diffusion Restoration Models—0
QuIM-RAG: Advancing Retrieval-Augmented Generation with Inverted Question Matching for Enhanced QA Performance—0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified