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 8526–8550 of 14297 papers

TitleStatusHype
Keyword Extraction for Improved Document Retrieval in Conversational Search—0
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity RepresentationsCode1
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding SpaceCode0
Extended Successive Convex Approximation for Phase Retrieval with Dictionary Learning—0
Monocular Camera Localization for Automated Vehicles Using Image Retrieval—0
SituatedQA: Incorporating Extra-Linguistic Contexts into QACode1
Graph-based Retrieval for Claim Verification over Cross-Document Evidence—0
Stylistic Retrieval-based Dialogue System with Unparallel Training Data—0
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue GenerationCode1
Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval—0
A Complex Constrained Total Variation Image Denoising Algorithm with Application to Phase Retrieval—0
DSSL: Deep Surroundings-person Separation Learning for Text-based Person RetrievalCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
PHPQ: Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval—0
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
Refocusing on Relevance: Personalization in NLG—0
An Exploratory Study on Long Dialogue Summarization: What Works and What's NextCode0
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
MURAL: Multimodal, Multitask Retrieval Across Languages—0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling—0
Enabling variable high spatial resolution retrieval from a long pulse BOTDA sensor—0
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question AnsweringCode1
Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal DataCode0
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
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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