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 2576–2600 of 14297 papers

TitleStatusHype
Retrieval Augmentation via User Interest Clustering—0
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring—0
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph DatabasesCode7
SLIM-RAFT: A Novel Fine-Tuning Approach to Improve Cross-Linguistic Performance for Mercosur Common Nomenclature—0
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling—0
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models—0
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval—0
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering—0
LLM Agents Improve Semantic Code Search—0
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation—0
Development of REGAI: Rubric Enabled Generative Artificial Intelligence—0
Entity Retrieval for Answering Entity-Centric Questions—0
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics—0
MaFreeI2P: A Matching-Free Image-to-Point Cloud Registration Paradigm with Active Camera Pose Retrieval—0
Explosive neural networks via higher-order interactions in curved statistical manifolds—0
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language BenchmarkCode1
Generative Retrieval with Few-shot Indexing—0
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval—0
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
On Validation of Search & Retrieval of Tissue Images in Digital Pathology—0
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs—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