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 7151–7200 of 14297 papers

TitleStatusHype
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations—0
A Multi-channel Network with Image Retrieval for Accurate Brain Tissue Segmentation—0
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers—0
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?—0
Hyperlink-induced Pre-training for Passage Retrieval of Open-domain Question Answering—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
HyperKon: A Self-Supervised Contrastive Network for Hyperspectral Image Analysis—0
LAPIS: Language Model-Augmented Police Investigation System—0
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval—0
Large Associative Memory Problem in Neurobiology and Machine Learning—0
Hypergraph-of-Entity: A General Model for Entity-Oriented Search—0
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Aud-Sur: An Audio Analyzer Assistant for Audio Surveillance Applications—0
A Multi-Agent Perspective on Modern Information Retrieval—0
Hyperdimensional Quantum Factorization—0
CRM: Retrieval Model with Controllable Condition—0
Hyperbolic Hierarchical Contrastive Hashing—0
Large Language Model Informed Patent Image Retrieval—0
Hypencoder: Hypernetworks for Information Retrieval—0
AuditNet: A Conversational AI-based Security Assistant [DEMO]—0
Adaptive Object Retrieval with Kernel Reconstructive Hashing—0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic—0
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications—0
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models—0
Large Language Models are Strong Zero-Shot Retriever—0
Large Language Model as Universal Retriever in Industrial-Scale Recommender System—0
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment—0
Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA—0
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels—0
CREST: Effectively Compacting a Datastore For Retrieval-Based Speculative Decoding—0
Audio-Visual Contrastive Learning with Temporal Self-Supervision—0
Amplitude Retrieval for Channel Estimation of MIMO Systems with One-Bit ADCs—0
Sequential Recommender via Time-aware Attentive Memory Network—0
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation—0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios—0
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping—0
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction—0
Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track—0
Large-margin Learning of Compact Binary Image Encodings—0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus—0
Audio-text Retrieval in Context—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—0
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks—0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach—0
CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit—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