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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 3101–3125 of 14297 papers

TitleStatusHype
DiffuSyn Bench: Evaluating Vision-Language Models on Real-World Complexities with Diffusion-Generated Synthetic Benchmarks—0
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and TagsCode0
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal LanguagesCode0
Npix2Cpix: A GAN-Based Image-to-Image Translation Network With Retrieval- Classification Integration for Watermark Retrieval From Historical Document Images—0
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework—0
Measuring Retrieval Complexity in Question Answering Systems—0
Document-level Claim Extraction and Decontextualisation for Fact-CheckingCode1
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential RecommendationCode0
The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches—0
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play ApproachCode1
DREW : Towards Robust Data Provenance by Leveraging Error-Controlled WatermarkingCode0
RATT: A Thought Structure for Coherent and Correct LLM ReasoningCode1
MeshVPR: Citywide Visual Place Recognition Using 3D Meshes—0
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context UnderstandingCode0
Extended Mind TransformersCode2
Robust Interaction-Based Relevance Modeling for Online e-Commerce SearchCode0
Understanding Retrieval Robustness for Retrieval-Augmented Image CaptioningCode0
Cluster-Aware Similarity Diffusion for Instance Retrieval—0
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal LearningCode1
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor—0
GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security—0
No Captions, No Problem: Captionless 3D-CLIP Alignment with Hard Negatives via CLIP Knowledge and LLMs—0
Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin—0
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs—0
A Survey of Generative Information RetrievalCode0
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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