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 6501–6550 of 14297 papers

TitleStatusHype
Improving Zero-shot LLM Re-Ranker with Risk Minimization—0
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues—0
Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching—0
ARS\_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System—0
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning—0
Incomplete Descriptor Mining with Elastic Loss for Person Re-Identification—0
Incomplete In-context Learning—0
In-context denoising with one-layer transformers: connections between attention and associative memory retrieval—0
CURE Dataset: Ladder Networks for Audio Event Classification—0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
In-Context Learning for Text Classification with Many Labels—0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"—0
In-Context Learning with Long-Context Models: An In-Depth Exploration—0
CLOP: Video-and-Language Pre-Training with Knowledge Regularizations—0
In-Context Prompt Editing For Conditional Audio Generation—0
Exploring Advanced Large Language Models with LLMsuite—0
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models—0
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents—0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
Incorporating Intra-Class Variance to Fine-Grained Visual Recognition—0
JRC EuroVoc Indexer JEX - A freely available multi-label categorisation tool—0
Cursive Caption Text Detection in Videos—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases—0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
JUST.ASK, a QA system that learns to answer new questions from previous interactions—0
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform—0
Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve—0
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models—0
Incremental Loop Closure Verification by Guided Sampling—0
Automatic Face Understanding: Recognizing Families in Photos—0
Incremental Multiview Point Cloud Registration with Two-stage Candidate Retrieval—0
Incremental Object Discovery in Time-Varying Image Collections—0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval—0
In defense of dual-encoders for neural ranking—0
In Defense of MinHash Over SimHash—0
End-to-End Supervised Product Quantization for Image Search and Retrieval—0
In Defense of RAG in the Era of Long-Context Language Models—0
Indexing of CNN Features for Large Scale Image Search—0
Explore Entity Embedding Effectiveness in Entity Retrieval—0
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions—0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations—0
Exploration of Proximity Heuristics in Length Normalization—0
AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval—0
Indoor Information Retrieval using Lifelog Data—0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers—0
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei 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