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 3376–3400 of 14297 papers

TitleStatusHype
Extending Llama-3's Context Ten-Fold Overnight—0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary CreationCode0
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language ModelsCode0
In-Context Learning with Long-Context Models: An In-Depth Exploration—0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language ModelCode0
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language ProcessingCode3
Computational Job Market Analysis with Natural Language ProcessingCode0
BMRetriever: Tuning Large Language Models as Better Biomedical Text RetrieversCode1
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse RepresentationsCode2
Dual-Modal Prompting for Sketch-Based Image Retrieval—0
ir_explain: a Python Library of Explainable IR MethodsCode0
Semantic Line Combination DetectorCode1
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models—0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set RetrievalCode0
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document RetrievalCode2
Tabular Embedding Model (TEM): Finetuning Embedding Models For Tabular RAG Applications—0
Garbage Segmentation and Attribute Analysis by Robotic Dogs—0
Utilizing Large Language Models for Information Extraction from Real Estate Transactions—0
Retrieval-Oriented Knowledge for Click-Through Rate PredictionCode1
Semi-supervised Text-based Person Search—0
Ranked List Truncation for Large Language Model-based Re-RankingCode1
Efficient Remote Sensing with Harmonized Transfer Learning and Modality AlignmentCode2
T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining—0
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological DiagnosisCode0
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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