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 9001–9050 of 14297 papers

TitleStatusHype
Metric Compatible Training for Online Backfilling in Large-Scale Retrieval—0
Multilabel reductions: what is my loss optimising?—0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Neural Memory Plasticity for Anomaly Detection—0
Neural method for Explicit Mapping of Quasi-curvature Locally Linear Embedding in image retrieval—0
Can Impressions of Music be Extracted from Thumbnail Images?—0
Multi-label Learning with Missing Labels using Mixed Dependency Graphs—0
A Privacy-Preserving Content-Based Image Retrieval Scheme Allowing Mixed Use Of Encrypted And Plain Images—0
Neural Models for Information Retrieval—0
Neural Multi-task Text Normalization and Sanitization with Pointer-Generator—0
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Efficient Federated Search for Retrieval-Augmented Generation—0
Neural Networks Built from Unreliable Components—0
Neural Networks for Information Retrieval—0
Neural networks for inverse control with system priors—0
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System—0
Neural Passage Retrieval with Improved Negative Contrast—0
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning—0
Neural ranking models for document retrieval—0
Neural Ranking Models with Multiple Document Fields—0
End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction—0
Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Can Image Retrieval help Visual Saliency Detection?—0
A Pluggable Learned Index Method via Sampling and Gap Insertion—0
One word at a time: adversarial attacks on retrieval models—0
Neural Signatures for Licence Plate Re-identification—0
Neural Storage: A New Paradigm of Elastic Memory—0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs—0
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering—0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components—0
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
Multi-hop Question Answering under Temporal Knowledge Editing—0
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing—0
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension—0
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning—0
NeuroSED: Learning Subgraph Similarity via Graph Neural Networks—0
A Complete Year of User Retrieval Sessions in a Social Sciences Academic Search Engine—0
A PLMs based protein retrieval framework—0
Engram Memory Encoding and Retrieval: A Neurocomputational Perspective—0
Multi-Head Deep Metric Learning Using Global and Local Representations—0
Efficient Document Indexing Using Pivot Tree—0
Enhanced document retrieval with topic embeddings—0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review—0
New Insights Into Laplacian Similarity Search—0
New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns—0
Enhanced Knowledge Injection for Radiology Report Generation—0
A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge—0
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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