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 7851–7875 of 14297 papers

TitleStatusHype
LLM-Based Compact Reranking with Document Features for Scientific Retrieval—0
LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification—0
LLM-based Extraction of Contradictions from Patents—0
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions—0
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach—0
Attention-based Natural Language Person Retrieval—0
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations—0
Hessian-aware Quantized Node Embeddings for Recommendation—0
Attention-based Ensemble for Deep Metric Learning—0
Ambiguous Proximity Distribution—0
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs—0
Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis—0
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search—0
LLMs Can Patch Up Missing Relevance Judgments in Evaluation—0
LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research—0
LitLLMs, LLMs for Literature Review: Are we there yet?—0
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System—0
LLMs in HCI Data Work: Bridging the Gap Between Information Retrieval and Responsible Research Practices—0
Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs—0
Attention-based Dynamic Subspace Learners for Medical Image Analysis—0
LLM-VPRF: Large Language Model Based Vector Pseudo Relevance Feedback—0
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs—0
Ambient Search: A Document Retrieval System for Speech Streams—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