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 4151–4175 of 14297 papers

TitleStatusHype
CSIRO Data61 at the WNUT Geo Shared Task—0
Pareto Optimal Learning for Estimating Large Language Model Errors—0
Image retrieval outperforms diffusion models on data augmentation—0
ER3: A Unified Framework for Event Retrieval, Recognition and Recounting—0
ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate—0
CS591 Report: Application of siamesa network in 2D transformation—0
Accelerating Innovation Through Analogy Mining—0
Episodic Reinforcement Learning with Expanded State-reward Space—0
CRTS: A type system for representing clinical recommendations—0
Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports—0
CRST: a Claim Retrieval System in Twitter—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems—0
Simple but Efficient: A Multi-Scenario Nearline Retrieval Framework for Recommendation on Taobao—0
Epistemic AI platform accelerates innovation by connecting biomedical knowledge—0
Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning—0
Xu: An Automated Query Expansion and Optimization Tool—0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis—0
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation—0
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering—0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning—0
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models—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