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 7451–7475 of 14297 papers

TitleStatusHype
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records—0
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
Learning Polynomials of Few Relevant Dimensions—0
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—0
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing—0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation—0
Learning Rank Functionals: An Empirical Study—0
A Model-Agnostic Framework for Recommendation via Interest-aware Item Embeddings—0
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation—0
Learning Relationships for Multi-View 3D Object Recognition—0
Learning Representations and Agents for Information Retrieval—0
Coupled Neural Associative Memories—0
How Robust are Fact Checking Systems on Colloquial Claims?—0
Coupled intrinsic and extrinsic human language resource-based query expansion—0
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs—0
How (not) to ensemble LVLMs for VQA—0
Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval—0
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval—0
Learning Scalable Discriminative Dictionary with Sample Relatedness—0
Learning Segment Similarity and Alignment in Large-Scale Content Based Video Retrieval—0
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles—0
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries—0
Learning Semantic Relationships for Better Action Retrieval in Images—0
A ML-LLM pairing for better code comment classification—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