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 3401–3425 of 14297 papers

TitleStatusHype
Two-stage Risk Control with Application to Ranked RetrievalCode0
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction—0
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological DiagnosisCode0
Retrieval Robust to Object Motion BlurCode1
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering—0
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications—0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models—0
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-HighlightingCode0
Learning text-to-video retrieval from image captioning—0
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLMCode0
SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer RetrievalCode0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
CriSp: Leveraging Tread Depth Maps for Enhanced Crime-Scene Shoeprint MatchingCode0
Understanding Privacy Risks of Embeddings Induced by Large Language Models—0
Make Your LLM Fully Utilize the ContextCode5
FedStyle: Style-Based Federated Learning Crowdsourcing Framework for Art CommissionsCode0
Revisiting Relevance Feedback for CLIP-based Interactive Image Retrieval—0
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines—0
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search—0
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering—0
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant—0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction—0
From Local to Global: A Graph RAG Approach to Query-Focused SummarizationCode14
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System—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