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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4051–4100 of 14297 papers

TitleStatusHype
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain RetrievalCode0
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation—0
Accelerating Retrieval-Augmented Generation—0
Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation—0
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation—0
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems—0
Static Pruning in Dense Retrieval using Matrix Decomposition—0
Retrieval-Augmented Semantic Parsing: Using Large Language Models to Improve Generalization—0
Quantifying Positional Biases in Text Embedding ModelsCode0
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric EvaluationCode0
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks—0
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies—0
OG-RAG: Ontology-Grounded Retrieval-Augmented Generation For Large Language Models—0
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation—0
Generative Semantic Communication: Architectures, Technologies, and Applications—0
DMin: Scalable Training Data Influence Estimation for Diffusion ModelsCode0
Preference Discerning with LLM-Enhanced Generative Retrieval—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses—0
RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search—0
Image Retrieval Methods in the Dissimilarity Space—0
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images—0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting—0
RAG-based Question Answering over Heterogeneous Data and Text—0
Bilingual BSARD: Extending Statutory Article Retrieval to DutchCode0
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models—0
Image Retrieval with Intra-Sweep Representation Learning for Neck Ultrasound Scanning Guidance—0
Multimodal Contextualized Support for Enhancing Video Retrieval System—0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking—0
DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction—0
Semantic Search and Recommendation Algorithm—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
CURE: A dataset for Clinical Understanding & Retrieval EvaluationCode0
Methods for Legal Citation Prediction in the Age of LLMs: An Australian Law Case Study—0
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning—0
LINKs: Large Language Model Integrated Management for 6G Empowered Digital Twin NetworKs—0
A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data—0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Mixture-of-PageRanks: Replacing Long-Context with Real-Time, Sparse GraphRAG—0
Compositional Image Retrieval via Instruction-Aware Contrastive LearningCode0
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System—0
HiVeGen -- Hierarchical LLM-based Verilog Generation for Scalable Chip Design—0
Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance—0
Mix-Modality Person Re-Identification: A New and Practical Paradigm—0
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments—0
DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification—0
Question Answering for Decisionmaking in Green Building Design: A Multimodal Data Reasoning Method Driven by Large Language Models—0
Show:102550
← PrevPage 82 of 286Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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