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 1070110750 of 14297 papers

TitleStatusHype
End-to-End Retrieval in Continuous Space0
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene0
End-to-End Table Question Answering via Retrieval-Augmented Generation0
End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction0
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model0
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too0
English Language Spelling Correction as an Information Retrieval Task Using Wikipedia Search Statistics0
Engram Memory Encoding and Retrieval: A Neurocomputational Perspective0
Enhanced Cross-modal 3D Retrieval via Tri-modal Reconstruction0
Enhanced document retrieval with topic embeddings0
Enhanced high dynamic range 3D shape measurement based on generalized phase-shifting algorithm0
Enhanced Knowledge Injection for Radiology Report Generation0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering0
Enhanced Multimodal Representation Learning with Cross-modal KD0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models0
Enhanced Semantic Graph Based Approach With Sentiment Analysis For User Interest Retrieval From Social Sites0
Precise phase retrieval for propagation-based images using discrete mathematics0
Enhanced vectors for top-k document retrieval in Question Answering0
Enhancement of Power Equipment Management Using Knowledge Graph0
Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval0
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models0
Enhancing Aspect Term Extraction with Soft Prototypes0
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval0
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation0
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation0
An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment0
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism0
Enhancing Document Retrieval for Curating N-ary Relations in Knowledge Bases0
Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking0
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval0
Enhancing Dynamic Image Advertising with Vision-Language Pre-training0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models0
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models0
Enhancing Fact Retrieval in PLMs through Truthfulness0
Learning Test-time Augmentation for Content-based Image Retrieval0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models0
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction0
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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