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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
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models—0
Memory, Consciousness and Large Language Model—0
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation FusionCode0
Location Aware Modular Biencoder for Tourism Question AnsweringCode0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models—0
TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight DetectionCode2
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval—0
Oceanship: A Large-Scale Dataset for Underwater Audio Target RecognitionCode2
Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models—0
Instruct-Imagen: Image Generation with Multi-modal Instruction—0
Detours for Navigating Instructional Videos—0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation—0
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever—0
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving—0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
What Sketch Explainability Really Means for Downstream Tasks?—0
Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D—0
Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval—0
Accept the Modality Gap: An Exploration in the Hyperbolic Space—0
D3still: Decoupled Differential Distillation for Asymmetric Image RetrievalCode2
Language-only Training of Zero-shot Composed Image RetrievalCode2
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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