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 14251–14297 of 14297 papers

TitleStatusHype
Retrieval Augmented Recipe Generation—0
Retrieval-Augmented Reinforcement Learning—0
(Quasi-)Real-Time Inversion of Airborne Time-Domain Electromagnetic Data via Artificial Neural Network—0
Retrieval-Augmented Semantic Parsing: Using Large Language Models to Improve Generalization—0
Retrieval-Augmented Simulacra: Generative Agents for Up-to-date and Knowledge-Adaptive Simulations—0
Retrieval-Augmented Speech Recognition Approach for Domain Challenges—0
Retrieval Augmented Spelling Correction for E-Commerce Applications—0
Retrieval-augmented systems can be dangerous medical communicators—0
Retrieval-Augmented Test Generation: How Far Are We?—0
Retrieval-Augmented Text-to-Audio Generation—0
Quantum-theoretic Modeling in Computer Science A complex Hilbert space model for entangled concepts in corpuses of documents—0
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Quantum Private Information Retrieval from Coded Storage Systems—0
Quantum Private Information Retrieval from Coded and Colluding Servers—0
Retrieval-Augmented Transformer for Image Captioning—0
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation—0
Quantum Mathematics in Artificial Intelligence—0
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines—0
X-ray Multimodal Intrinsic-Speckle-Tracking—0
Quantum Latent Semantic Analysis—0
Retrieval-based Disentangled Representation Learning with Natural Language Supervision—0
Quantum algorithms for feedforward neural networks—0
Retrieval-based Goal-Oriented Dialogue Generation—0
Retrieval-based Knowledge Augmented Vision Language Pre-training—0
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression—0
Retrieval-based Layer-wise Adaptive Transformer for Source Code Summarization—0
Predicting Text Preference Via Structured Comparative Reasoning—0
Quantization-Aware Phase Retrieval—0
Retrieval Based Response Letter Generation For a Customer Care Setting—0
Quantitative phase imaging of single particles from a cryoEM micrograph—0
Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification—0
Retrieval Based Time Series Forecasting—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Retrieval-based Video Language Model for Efficient Long Video Question Answering—0
Retrieval-Confused Generation is a Good Defender for Privacy Violation Attack of Large Language Models—0
Retrieval Data Augmentation Informed by Downstream Question Answering Performance—0
Retrieval Data Augmentation Informed by Downstream Question Answering Performance—0
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction—0
Retrieval-Enhanced Adversarial Training for Neural Response Generation—0
Retrieval-Enhanced Contrastive Vision-Text Models—0
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies—0
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies—0
Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction—0
Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval—0
Retrieval-Enhanced Machine Learning—0
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities—0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic 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