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 8801–8850 of 14297 papers

TitleStatusHype
Multimodal Contrastive Training for Visual Representation Learning—0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
Can Structured Data Reduce Epistemic Uncertainty?—0
Multimodal Contextualized Support for Enhancing Video Retrieval System—0
Efficient Learning for Undirected Topic Models—0
A Flexible Online Framework for Projection-Based STFT Phase Retrieval—0
Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models—0
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems—0
Multi-stage Information Retrieval for Vietnamese Legal Texts—0
Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures—0
Multi-Stage Prompting for Knowledgeable Dialogue Generation—0
Multi-Stage Prompting for Knowledgeable Dialogue Generation—0
Multi-Stage Retrieval for Operational Technology Cybersecurity Compliance Using Large Language Models: A Railway Casestudy—0
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation—0
Efficient Learning Content Retrieval with Knowledge Injection—0
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
Multi-Step Dialogue Workflow Action Prediction—0
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Multimodal Approach for Video Surveillance Indexing and Retrieval—0
Efficient Large-Scale Similarity Search Using Matrix Factorization—0
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings—0
Cascaded Asymmetric Local Pattern: A Novel Descriptor for Unconstrained Facial Image Recognition and Retrieval—0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Multi-Task Learning for Extracting Menstrual Characteristics from Clinical Notes—0
Multitask learning for instrument activation aware music source separation—0
Multi-task Learning of Hierarchical Vision-Language Representation—0
Multi-modal Alignment using Representation Codebook—0
Multi-task Retrieval for Knowledge-Intensive Tasks—0
Application of Audio Fingerprinting Techniques for Real-Time Scalable Speech Retrieval and Speech Clusterization—0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems—0
NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval—0
Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models?—0
Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding—0
Multi-Turn Target-Guided Topic Prediction with Monte Carlo Tree Search—0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Multivariate Representation Learning for Information Retrieval—0
Multi-Vector Attention Models for Deep Re-ranking—0
Multi-Vector Retrieval as Sparse Alignment—0
A Complex Constrained Total Variation Image Denoising Algorithm with Application to Phase Retrieval—0
MultiVENT: Multilingual Videos of Events with Aligned Natural Text—0
Multi-video Moment Ranking with Multimodal Clue—0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization—0
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Multi-view Content-aware Indexing for Long Document Retrieval—0
Multilingual Universal Sentence Encoder for Semantic Retrieval—0
Multilingual training for Software Engineering—0
Efficient k-NN Search in IoT Data: Overlap Optimization in Tree-Based Indexing Structures—0
Multi-View Matrix Completion for Multi-Label Image Classification—0
Multi-view metric learning for multi-instance image classification—0
Multilingual Test Sets for Machine Translation of Search Queries for Cross-Lingual Information Retrieval in the Medical Domain—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