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 2901–2950 of 14297 papers

TitleStatusHype
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events—0
An innovative solution for breast cancer textual big data analysis—0
Deep Metric Learning with Alternating Projections onto Feasible Sets—0
Deep Metric Learning with Hierarchical Triplet Loss—0
Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space—0
An Initial Test Collection for Ranked Retrieval of SMS Conversations—0
BIOSSES: A Semantic Sentence Similarity Estimation System for the Biomedical Domain—0
A Compact FP-Tree for Fast Frequent Pattern Retrieval—0
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation—0
Deep Metric Learning via Adaptive Learnable Assessment—0
Deep Metric Learning with Soft Orthogonal Proxies—0
Deep Models for Multi-View 3D Object Recognition: A Review—0
Deep multi-modal networks for book genre classification based on its cover—0
Bioptic B1: A Target-Agnostic Potency-Based Small Molecules Search Engine—0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views—0
Deep Metric Learning for Ground Images—0
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions—0
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19—0
Deep metric learning for multi-labelled radiographs—0
Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier—0
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles—0
Biomedical Question Answering via Weighted Neural Network Passage Retrieval—0
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph—0
A Collaborative Visual SLAM Framework for Service Robots—0
Deep Metric Learning Network using Proxies for Chromosome Classification in Karyotyping Test—0
Biomedical Question Answering: A Survey of Approaches and Challenges—0
Advancing Full-Text Search Lemmatization Techniques with Paradigm Retrieval from OpenCorpora—0
Predict Emoji Combination with Retrieval Strategy—0
Biomedical Document Retrieval for Clinical Decision Support System—0
An in-depth look at Euclidean disk embeddings for structure preserving parsing—0
Deep Lifelong Cross-modal Hashing—0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
An In-Context Schema Understanding Method for Knowledge Base Question Answering—0
GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language Models—0
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database—0
Deep Manifold Hashing: A Divide-and-Conquer Approach for Semi-Paired Unsupervised Cross-Modal Retrieval—0
Deep Metric Learning using Similarities from Nonlinear Rank Approximations—0
An Improvement in Cross-Language Document Retrieval Based on Statistical Models—0
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning—0
An Improved Video Analysis using Context based Extension of LSH—0
Deep Learning Representation using Autoencoder for 3D Shape Retrieval—0
BioAMA: Towards an End to End BioMedical Question Answering System—0
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems—0
Binary Subspace Coding for Query-by-Image Video Retrieval—0
An Improved Relevance Feedback in CBIR—0
A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization—0
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval—0
Binary Paragraph Vectors—0
Evaluating Text-to-Image Matching using Binary Image Selection (BISON)—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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