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 9051–9075 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 Complete Year of User Retrieval Sessions in a Social Sciences Academic Search Engine—0
Online Embedding Multi-Scale CLIP Features into 3D Maps—0
A PLMs based protein retrieval framework—0
Multi-Head Deep Metric Learning Using Global and Local Representations—0
N-Gram Nearest Neighbor Machine Translation—0
Efficient Document Indexing Using Pivot Tree—0
CEQE: Contextualized Embeddings for Query Expansion—0
A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge—0
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild—0
Online Distillation for Pseudo-Relevance Feedback—0
Online Hashing with Similarity Learning—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
Online Learning via Memory: Retrieval-Augmented Detector Adaptation—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
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System—0
A Proposal for Intelligent Agents with Episodic Memory—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
Multi-Granularity Representations of Dialog—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