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 9051–9100 of 14297 papers

TitleStatusHype
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application—0
NEWSKVQA: Knowledge-Aware News Video Question Answering—0
Enhanced Multimodal Representation Learning with Cross-modal KD—0
A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge—0
On quantum statistics in data analysis—0
On Retrieval Augmentation and the Limitations of Language Model Training—0
On the Convergence of Stochastic Gradient Descent with Low-Rank Projections for Convex Low-Rank Matrix Problems—0
N-Gram Nearest Neighbor Machine Translation—0
Precise phase retrieval for propagation-based images using discrete mathematics—0
CEQE: Contextualized Embeddings for Query Expansion—0
Enhanced vectors for top-k document retrieval in Question Answering—0
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild—0
Multi-Granularity Representations of Dialog—0
NIST: An Image Classification Network to Image Semantic Retrieval—0
NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval—0
NLIP: Noise-robust Language-Image Pre-training—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5—0
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization—0
NLP for The Greek Language: A Longer Survey—0
Multi-Granularity Graph Pooling for Video-based Person Re-Identification—0
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance—0
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models—0
NOC-REK: Novel Object Captioning with Retrieved Vocabulary from External Knowledge—0
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning—0
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
No existence of linear algorithm for Fourier phase retrieval—0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users—0
Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling—0
Multi-Granularity Framework for Unsupervised Representation Learning of Time Series—0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation—0
Noise Facilitation in Associative Memories of Exponential Capacity—0
Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor—0
Noise-robust latent vector reconstruction in ptychography using deep generative models—0
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval—0
Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval—0
Multi-Granularity and Multi-modal Feature Interaction Approach for Text Video Retrieval—0
Affine-modeled video extraction from a single motion blurred image—0
An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents—0
NOMAD: Linguistic Resources and Tools Aimed at Policy Formulation and Validation—0
On Negative Sampling for Contrastive Audio-Text Retrieval—0
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval—0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization—0
Nonconvex Matrix Factorization from Rank-One Measurements—0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
No Captions, No Problem: Captionless 3D-CLIP Alignment with Hard Negatives via CLIP Knowledge and LLMs—0
Online Trajectory Segmentation and Summary With Applications to Visualization and Retrieval—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