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 5951–6000 of 14297 papers

TitleStatusHype
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System—0
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search—0
Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes—0
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis—0
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs—0
Eye Movements Biometrics: A Bibliometric Analysis from 2004 to 2019—0
CoAVT: A Cognition-Inspired Unified Audio-Visual-Text Pre-Training Model for Multimodal Processing—0
ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread—0
Extractive NarrativeQA with Heuristic Pre-Training—0
Attention-based Ensemble for Deep Metric Learning—0
A Self-Balanced Min-Cut Algorithm for Image Clustering—0
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations—0
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network—0
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach—0
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization—0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval—0
Cooperative Embeddings for Instance, Attribute and Category Retrieval—0
Hexa: Self-Improving for Knowledge-Grounded Dialogue System—0
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps—0
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval—0
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing—0
Extraction of Evolution Descriptions from the Web—0
Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning—0
A Self-Assessing Compilation Based Search Approach for Analytical Research and Data Retrieval—0
Hierarchical classification of e-commerce related social media—0
Extracting Weighted Language Lexicons from Wikipedia—0
Hierarchical corpus encoder: Fusing generative retrieval and dense indices—0
Hierarchical Cross Network for Person Re-identification—0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
Hierarchical Event Grounding—0
Hierarchical Gumbel Attention Network for Text-based Person Search—0
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval—0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models—0
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair—0
CoRAG: Collaborative Retrieval-Augmented Generation—0
Hierarchically-Attentive RNN for Album Summarization and Storytelling—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Extracting textual overlays from social media videos using neural networks—0
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval—0
Hierarchical Multimodal Metric Learning for Multimodal Classification—0
Coarse to Fine: Video Retrieval before Moment Localization—0
Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval—0
Extracting task trees using knowledge retrieval search algorithms in functional object-oriented network—0
Hierarchical Prototype Learning for Zero-Shot Recognition—0
Hierarchical Proxy-based Loss for Deep Metric Learning—0
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation—0
Hierarchical Re-ranker Retriever (HRR)—0
Extracting Molecular Properties from Natural Language with Multimodal Contrastive Learning—0
Coarse-to-Fine Query Focused Multi-Document Summarization—0
A^2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization—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