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 10501–10550 of 14297 papers

TitleStatusHype
Multi-sentence Video Grounding for Long Video Generation—0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems—0
Multi-stage Information Retrieval for Vietnamese Legal Texts—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
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval—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
Multi-step Inference over Unstructured Data—0
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings—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-Task Retrieval-Augmented Text Generation with Relevance Sampling—0
Multi-task Retrieval for Knowledge-Intensive Tasks—0
Multi-task retriever fine-tuning for domain-specific and efficient RAG—0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems—0
Multitask Text-to-Visual Embedding with Titles and Clickthrough Data—0
Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding—0
Multi-Turn Target-Guided Topic Prediction with Monte Carlo Tree Search—0
Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks—0
Multivariate Representation Learning for Information Retrieval—0
Multi-Vector Attention Models for Deep Re-ranking—0
Multi-Vector Retrieval as Sparse Alignment—0
MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video 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
Multi-View Document Representation Learning for Open-Domain Dense Retrieval—0
Multiview LSA: Representation Learning via Generalized CCA—0
Multi-View Matrix Completion for Multi-Label Image Classification—0
Multi-view metric learning for multi-instance image classification—0
Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions—0
Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval—0
Multi-view polarimetric scattering cloud tomography and retrieval of droplet size—0
Multi-View Product Image Search Using Deep ConvNets Representations—0
Multi-view Reconstructive Preserving Embedding for Dimension Reduction—0
Multi-view Recurrent Neural Acoustic Word Embeddings—0
Multi-View Task-Driven Recognition in Visual Sensor Networks—0
Multi-word Term Embeddings Improve Lexical Product Retrieval—0
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text—0
MURAL: Multimodal, Multitask Representations Across Languages—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