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 1951–2000 of 14297 papers

TitleStatusHype
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration—0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora—0
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making—0
MatExpert: Decomposing Materials Discovery by Mimicking Human Experts—0
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval—0
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation—0
RARe: Retrieval Augmented Retrieval with In-Context ExamplesCode0
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
GiVE: Guiding Visual Encoder to Perceive Overlooked Information—0
Multi-Field Adaptive Retrieval—0
Quam: Adaptive Retrieval through Query Affinity ModellingCode0
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge RetrieversCode1
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection—0
Taxonomy-guided Semantic Indexing for Academic Paper Search—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
Two are better than one: Context window extension with multi-grained self-injectionCode0
pEBR: A Probabilistic Approach to Embedding Based Retrieval—0
AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs—0
Retrieving Implicit and Explicit Emotional Events Using Large Language Models—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image RetrievalCode0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
Retrieval-Augmented Diffusion Models for Time Series ForecastingCode2
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models—0
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringCode2
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains—0
PtychoFormer: A Transformer-based Model for Ptychographic Phase Retrieval—0
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMsCode0
Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image RetrievalCode0
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement LearningCode1
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems—0
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency—0
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models—0
Atomic Fact Decomposition Helps Attributed Question Answering—0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
STAR: A Simple Training-free Approach for Recommendations using Large Language Models—0
Do Audio-Language Models Understand Linguistic Variations?—0
Improve Dense Passage Retrieval with Entailment Tuning—0
Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations—0
A Survey of Conversational Search—0
Test-time Adaptation for Cross-modal Retrieval with Query Shift—0
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
RAC: Efficient LLM Factuality Correction with Retrieval AugmentationCode0
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic ReportCode0
Centrality-aware Product Retrieval and Ranking—0
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process—0
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance—0
Show:102550
← PrevPage 40 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