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 4351–4400 of 14297 papers

TitleStatusHype
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval—0
MatExpert: Decomposing Materials Discovery by Mimicking Human Experts—0
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation—0
RARe: Retrieval Augmented Retrieval with In-Context ExamplesCode0
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making—0
Taxonomy-guided Semantic Indexing for Academic Paper Search—0
pEBR: A Probabilistic Approach to Embedding Based Retrieval—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs—0
Two are better than one: Context window extension with multi-grained self-injectionCode0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models—0
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image RetrievalCode0
Retrieving Implicit and Explicit Emotional Events Using Large Language Models—0
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains—0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency—0
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMsCode0
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems—0
Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image RetrievalCode0
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models—0
Atomic Fact Decomposition Helps Attributed Question Answering—0
PtychoFormer: A Transformer-based Model for Ptychographic Phase Retrieval—0
Do Audio-Language Models Understand Linguistic Variations?—0
Improve Dense Passage Retrieval with Entailment Tuning—0
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions—0
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance—0
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process—0
STAR: A Simple Training-free Approach for Recommendations using Large Language Models—0
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic ReportCode0
Who's Who: Large Language Models Meet Knowledge Conflicts in PracticeCode0
Test-time Adaptation for Cross-modal Retrieval with Query Shift—0
Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations—0
A Survey of Conversational Search—0
RAC: Efficient LLM Factuality Correction with Retrieval AugmentationCode0
Centrality-aware Product Retrieval and Ranking—0
LUNDRY MANAGEMENT SYSTEM PROJECT REPORT—0
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric LearningCode0
Deep Class-guided Hashing for Multi-label Cross-modal RetrievalCode0
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs—0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?—0
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language ModelsCode0
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization—0
Visual Navigation of Digital Libraries: Retrieval and Classification of Images in the National Library of Norway's Digitised Book CollectionCode0
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling—0
DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational SearchCode0
Show:102550
← PrevPage 88 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