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

Showing 86518700 of 14297 papers

TitleStatusHype
Care Episode Retrieval0
A Comprehensive Comparative Study of Word and Sentence Similarity Measures0
Natural language processing for word sense disambiguation and information extraction0
Efficient texture retrieval using multiscale local extrema descriptors and covariance embedding0
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise0
Efficient Sampling for Bipartite Matching Problems0
Efficient Reuse of Structured and Unstructured Resources for Ontology Population0
Applying the Affective Aware Pseudo Association Method to Enhance the Top-N Recommendations Distribution to Users in Group Emotion Recommender Systems0
Efficient Retrieval Optimized Multi-task Learning0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations0
Efficient Retrieval of Logos Using Rough Set Reducts0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation0
Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach0
Natural Language Person Search Using Deep Reinforcement Learning0
Naver Labs Europe (SPLADE) @ TREC NeuCLIR 20220
Efficient Retrieval of Images with Irregular Patterns using Morphological Image Analysis: Applications to Industrial and Healthcare datasets0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data0
Applying Graph-based Keyword Extraction to Document Retrieval0
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling0
Efficient refinement of GPS-based localization in urban areas using visual information and sensor parameter0
Computationally efficient reductions between some statistical models0
Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models0
Efficient phase retrieval based on dark fringe recognition with an ability of bypassing invalid fringes0
``Caption'' as a Coherence Relation: Evidence and Implications0
Natural Language Commanding via Program Synthesis0
Efficient Optimization for Rank-based Loss Functions0
CAPTAIN: Comprehensive Composition Assistance for Photo Taking0
Efficient Optimization for Average Precision SVM0
Efficient On-the-fly Category Retrieval using ConvNets and GPUs0
Applying Core Scientific Concepts to Context-Based Citation Recommendation0
Efficient Online Relative Comparison Kernel Learning0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation0
Efficient Neural Ranking using Forward Indexes and Lightweight Encoders0
Efficient Neural Query Auto Completion0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training0
Applying BERT to Document Retrieval with Birch0
Natural Language Descriptions for Human Activities in Video Streams0
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition0
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model0
Applications of Natural Language Processing in Clinical Research and Practice0
A Formal Account of Effectiveness Evaluation and Ranking Fusion0
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss0
Efficient Medical Image Retrieval Using DenseNet and FAISS for BIRADS Classification0
Efficient Media Retrieval from Non-Cooperative Queries0
Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network0
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions0
Efficient Match Pair Retrieval for Large-scale UAV Images via Graph Indexed Global Descriptor0
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified