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 4601–4650 of 14297 papers

TitleStatusHype
A topic-aware graph neural network model for knowledge base updating—0
A Machine Learning based Music Retrieval and Recommendation System—0
A tool suite for creating question answering benchmarks—0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees—0
Controlled Retrieval-augmented Context Evaluation for Long-form RAG—0
Adaptive Co-weighting Deep Convolutional Features For Object Retrieval—0
Fast Dictionary Matching for Content-based Image Retrieval—0
Controlled AutoEncoders to Generate Faces from Voices—0
Atomic Fact Decomposition Helps Attributed Question Answering—0
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)—0
Fast Approximate K-Means via Cluster Closures—0
Controllable Augmentations for Video Representation Learning—0
Control Architecture of the Double-Cross-Correlation Processor for Sampling-Rate-Offset Estimation in Acoustic Sensor Networks—0
Contri(e)ve: Context + Retrieve for Scholarly Question Answering—0
Contributions to the Improvement of Question Answering Systems in the Biomedical Domain—0
Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval—0
Fast Barcode Retrieval for Consensus Contouring—0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique—0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation—0
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science—0
Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents—0
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering—0
Alternating Phase Langevin Sampling with Implicit Denoiser Priors for Phase Retrieval—0
Contrastive Video-Language Learning with Fine-grained Frame Sampling—0
A Thorough Examination on Zero-shot Dense Retrieval—0
A theory of sequence indexing and working memory in recurrent neural networks—0
Alternating Co-Quantization for Cross-Modal Hashing—0
Adaptive Asymmetric Label-guided Hashing for Multimedia Search—0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks—0
FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos—0
CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation—0
Contrastive Pre-training for Zero-Shot Information Retrieval—0
A Theory-Based Evaluation of Nearest Neighbor Models Put Into Practice—0
Contrastive masked auto-encoders based self-supervised hashing for 2D image and 3D point cloud cross-modal retrieval—0
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning—0
ALR^2: A Retrieve-then-Reason Framework for Long-context Question Answering—0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—0
Contrastive Learning to Improve Retrieval for Real-world Fact Checking—0
Contrastive Learning of Visual-Semantic Embeddings—0
Athena: Constructing Dialogues Dynamically with Discourse Constraints—0
Adaptive additive classification-based loss for deep metric learning—0
Contrastive Learning of 3D Shape Descriptor with Dynamic Adversarial Views—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation—0
Contrastive Learning for Interactive Recommendation in Fashion—0
A LoRA is Worth a Thousand Pictures—0
A Boring-yet-effective Approach for the Product Ranking Task of the Amazon KDD Cup 2022—0
Contrastive Learning for Cross-modal Artist Retrieval—0
A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned during the Microchip Design—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