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 5626–5650 of 14297 papers

TitleStatusHype
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop—0
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching—0
Advanced ingestion process powered by LLM parsing for RAG system—0
DialogActs based Search and Retrieval for Response Generation in Conversation Systems—0
DialFact: A Benchmark for Fact-Checking in Dialogue—0
Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop—0
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever—0
Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop—0
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling—0
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings—0
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning—0
Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features—0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition—0
A New Citation Recommendation Strategy Based on Term Functions in Related Studies Section—0
D2S-FLOW: Automated Parameter Extraction from Datasheets for SPICE Model Generation Using Large Language Models—0
2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval—0
DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs—0
DIABLO: Dictionary-based Attention Block for Deep Metric Learning—0
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
D-Graph: AI-Assisted Design Concept Exploration Graph—0
DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems—0
BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models—0
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model—0
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis—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