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 4726–4750 of 14297 papers

TitleStatusHype
Self-Knowledge Guided Retrieval Augmentation for Large Language Models—0
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video RetrievalCode1
DeVAn: Dense Video Annotation for Video-Language ModelsCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval—0
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading—0
A Knowledge Graph-Based Search Engine for Robustly Finding Doctors and Locations in the Healthcare Domain—0
Retrieval-Generation Synergy Augmented Large Language ModelsCode4
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based QueriesCode1
Investigating the Influence of Legal Case Retrieval Systems on Users' Decision Process—0
Conversational Factor Information Retrieval Model (ConFIRM)Code0
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective AugmentationCode1
Saliency-Guided Hidden Associative Replay for Continual LearningCode0
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface—0
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language ModelsCode6
Policy-Gradient Training of Language Models for Ranking—0
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method—0
BioBridge: Bridging Biomedical Foundation Models via Knowledge GraphsCode1
An Efficient Content-based Time Series Retrieval System—0
Personalized Transformer-based Ranking for e-Commerce at Yandex—0
Learning Personalized Alignment for Evaluating Open-ended Text Generation—0
Living Lab Evaluation for Life and Social Sciences Search Platforms -- LiLAS at CLEF 2021—0
Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human PreferenceCode1
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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