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 7001–7050 of 14297 papers

TitleStatusHype
KNN-LM Does Not Improve Open-ended Text Generation—0
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We?—0
Deep Learning Based Image Retrieval in the JPEG Compressed Domain—0
Expert-Guided Extinction of Toxic Tokens for Debiased Generation—0
Argument Generation with Retrieval, Planning, and Realization—0
Learning Deep Sketch Abstraction—0
Semi-Supervised Cross-Modal Retrieval with Label Prediction—0
Knowledge-Aided Open-Domain Question Answering—0
Deep Learning Based Semantic Video Indexing and Retrieval—0
Knowledge-Aware Iterative Retrieval for Multi-Agent Systems—0
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval—0
Knowledge Aware Semantic Concept Expansion for Image-Text Matching—0
Knowledge-aware Text-Image Retrieval for Remote Sensing Images—0
Bayesian Deep Learning for Exoplanet Atmospheric Retrieval—0
Knowledge-based end-to-end memory networks—0
Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach—0
Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Tasks—0
Knowledge-based Query Expansion in Real-Time Microblog Search—0
Knowledge Base Index Compression via Dimensionality and Precision Reduction—0
MetaAID 2.0: An Extensible Framework for Developing Metaverse Applications via Human-controllable Pre-trained Models—0
Experiments of Distance Measurements in a Foliage Plant Retrieval System—0
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice—0
Deep Learning for IoT—0
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis—0
ArgumenText: Searching for Arguments in Heterogeneous Sources—0
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Deep learning for video game genre classification—0
Knowledge Distillation in Document Retrieval—0
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation—0
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training—0
Learning Deep Structure-Preserving Image-Text Embeddings—0
Deep-learning real-time phase retrieval of imperfect diffraction patterns from X-ray free-electron lasers—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering—0
Knowledge-Enhanced Named Entity Disambiguation for Short Text—0
Experimental robustness of Fourier Ptychography phase retrieval algorithms—0
Climbing the WOL: Training for Cheaper Inference—0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering—0
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation—0
Knowledge Graph Based Repository-Level Code Generation—0
Experimental Evidence That Conversational Artificial Intelligence Can Steer Consumer Behavior Without Detection—0
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain—0
Experimental Evaluation of Static Image Sub-Region-Based Search Models Using CLIP—0
“Are you calling for the vaporizer you ordered?” Combining Search and Prediction to Identify Orders in Contact Centers—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition—0
Expedition: A Time-Aware Exploratory Search System Designed for Scholars—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