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

Showing 77517800 of 14297 papers

TitleStatusHype
LexiDB: Patterns \& Methods for Corpus Linguistic Database Management0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction0
Evaluating the reliability of acoustic speech embeddings0
3PointTM: Faster Measurement of High-Dimensional Transmission Matrices0
Mapping it differently: A solution to the linking challenges0
MapQA: Open-domain Geospatial Question Answering on Map Data0
Library of Congress Subject Heading (LCSH) Browsing and Natural Language Searching0
MaRI: Material Retrieval Integration across Domains0
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve0
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval0
Evaluating the Effect of Retrieval Augmentation on Social Biases0
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning0
Citations as Queries: Source Attribution Using Language Models as Rerankers0
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation0
Evaluating Temporal Persistence Using Replicability Measures0
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation0
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering0
mAnI: Movie Amalgamation using Neural Imitation0
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization0
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval0
Evaluating Stochastic Rankings with Expected Exposure0
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval0
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models0
Aggregating Multiple Bio-Inspired Image Region Classifiers For Effective And Lightweight Visual Place Recognition0
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning0
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval0
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment0
Lightweight Efficient Multi-keyword Ranked Search over Encrypted Cloud Data using Dual Word Embeddings0
Biomedical Question Answering via Weighted Neural Network Passage Retrieval0
LILE: Look In-Depth before Looking Elsewhere -- A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing0
LIMITR: Leveraging Local Information for Medical Image-Text Representation0
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles0
Linear Convergence of An Iterative Phase Retrieval Algorithm with Data Reuse0
Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation0
Linear Phase Retrieval for Near-Field Measurements with Locally Known Phase Relations0
A Resource-light Approach to Phrase Extraction for English and German Documents from the Patent Domain and User Generated Content0
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions0
A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search0
Linear Spectral Estimators and an Application to Phase Retrieval0
Evaluating Retrieval for Multi-domain Scientific Publications0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety0
CIR at the NTCIR-17 ULTRE-2 Task0
Lingke: A Fine-grained Multi-turn Chatbot for Customer Service0
Linguistically Aware Information Retrieval: Providing Input Enrichment for Second Language Learners0
Disentangling Sampling and Labeling Bias for Learning in Large-Output Spaces0
Evaluating Research Dataset Recommendations in a Living Lab0
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified