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 70517100 of 14297 papers

TitleStatusHype
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation0
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-190
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training0
Experimental Evidence That Conversational Artificial Intelligence Can Steer Consumer Behavior Without Detection0
Experimental Evaluation of Static Image Sub-Region-Based Search Models Using CLIP0
Knowledge Informed Semantic Parsing for Conversational Question Answering0
“Are you calling for the vaporizer you ordered?” Combining Search and Prediction to Identify Orders in Contact Centers0
Deep metric learning for multi-labelled radiographs0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition0
Expedition: A Time-Aware Exploratory Search System Designed for Scholars0
Knowledge Retrieval0
Knowledge Retrieval Based on Generative AI0
Knowledge Retrieval for Robotic Cooking0
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering0
Knowledge Retrieval in LLM Gaming: A Shift from Entity-Centric to Goal-Oriented Graphs0
Knowledge Retrieval using Foon0
Knowledge Retrieval using Functional Object-Oriented Network0
Knowledge Retrieval Using Functional Object-Oriented Networks0
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking0
Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions0
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs0
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases0
Deep Metric Learning with Alternating Projections onto Feasible Sets0
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities0
Learning Joint Representation of Human Motion and Language0
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks0
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher0
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems0
Deep Metric Learning with Soft Orthogonal Proxies0
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation0
KOSMOS: Knowledge-graph Oriented Social media and Mainstream media Overview System0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents0
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models0
Deep Models for Multi-View 3D Object Recognition: A Review0
Click-Feedback Retrieval0
Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning0
Are we there yet? Exploring clinical domain knowledge of BERT models0
A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering0
KS_JU@DPIL-FIRE2016:Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model0
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering0
KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm0
Exoplanet Cartography using Convolutional Neural Networks0
Exhaustive and Efficient Constraint Propagation: A Semi-Supervised Learning Perspective and Its Applications0
ExGes: Expressive Human Motion Retrieval and Modulation for Audio-Driven Gesture Synthesis0
Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data0
KunLunBaizeRAG: Reinforcement Learning Driven Inference Performance Leap for Large Language Models0
L1-L2 Parallel Dependency Treebank as Learner Corpus0
CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval0
Exemplar SVMs as Visual Feature Encoders0
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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