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 8601–8625 of 14297 papers

TitleStatusHype
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning—0
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval—0
A Survey of Quantum Theory Inspired Approaches to Information Retrieval—0
GEMS: Scene Expansion using Generative Models of Graphs—0
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation—0
GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction—0
A Survey of Plagiarism Detection Systems: Case of Use with English, French and Arabic Languages—0
Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization—0
A Benchmark Suite for Template Detection and Content Extraction—0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems—0
Gecko: Versatile Text Embeddings Distilled from Large Language Models—0
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews—0
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation—0
GeAR: Generation Augmented Retrieval—0
G-Bean: an ontology-graph based web tool for biomedical literature retrieval—0
GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval—0
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning—0
A Survey of Multimodal Retrieval-Augmented Generation—0
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms—0
GATED FAST WEIGHTS FOR ASSOCIATIVE RETRIEVAL—0
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning—0
GASC: Genre-Aware Semantic Change for Ancient Greek—0
GarmentPile: Point-Level Visual Affordance Guided Retrieval and Adaptation for Cluttered Garments Manipulation—0
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer—0
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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