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 8126–8150 of 14297 papers

TitleStatusHype
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers—0
CHIC: Corporate Document for Visual question Answering—0
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models—0
Misspecified Nonconvex Statistical Optimization for Phase Retrieval—0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle—0
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks—0
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
Matching Tweets With Applicable Fact-Checks Across Languages—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
Don't forget private retrieval: distributed private similarity search for large language models—0
Chemical detection and indexing in PubMed full text articles using deep learning and rule-based methods—0
Bridging Dense and Sparse Maximum Inner Product Search—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
MATERIALizing Cross-Language Information Retrieval: A Snapshot—0
A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits—0
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems—0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion—0
Aggregated Deep Local Features for Remote Sensing Image Retrieval—0
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries—0
MATHion: Solving Math Word Problems with Logically Consistent Problems—0
MIRAGE: Multimodal Identification and Recognition of Annotations in Indian General Prescriptions—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