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 7701–7725 of 14297 papers

TitleStatusHype
Attentive Representation Learning with Adversarial Training for Short Text Clustering—0
Leveraging Implicit Spatial Information in Global Features for Image Retrieval—0
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction—0
Leveraging Knowledge in Multilingual Commonsense Reasoning—0
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models—0
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering—0
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval—0
High-Throughput and Language-Agnostic Entity Disambiguation and Linking on User Generated Data—0
Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval—0
Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation—0
High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming—0
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation—0
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation—0
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs—0
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach—0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—0
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG—0
Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization—0
Corpora for Cross-Language Information Retrieval in Six Less-Resourced Languages—0
High-Rate Quantum Private Information Retrieval with Weakly Self-Dual Star Product Codes—0
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization—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