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 10751–10800 of 14297 papers

TitleStatusHype
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Enhancing LambdaMART Using Oblivious Trees—0
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models—0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine—0
Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation—0
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System—0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism—0
Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation—0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques—0
Enhancing Multi-Image Question Answering via Submodular Subset Selection—0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System—0
Enhancing Pancreatic Cancer Staging with Large Language Models: The Role of Retrieval-Augmented Generation—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System—0
Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents—0
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG—0
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models—0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network—0
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy—0
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor—0
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study—0
Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection—0
Enhancing Thyroid Cytology Diagnosis with RAG-Optimized LLMs and Pa-thology Foundation Models—0
Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation—0
Enhancing Translation Language Models with Word Embedding for Information Retrieval—0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline—0
Enriching Conversation Context in Retrieval-based Chatbots—0
Enriching Existing Test Collections with OXPath—0
Enriching Texture Analysis with Semantic Data—0
EnronQA: Towards Personalized RAG over Private Documents—0
Ensemble Deep Manifold Similarity Learning Using Hard Proxies—0
Ensemble Diffusion for Retrieval—0
EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation—0
ENST-Drums: an extensive audio-visual database for drum signals processing—0
Entanglement in Cognition violating Bell Inequalities Beyond Cirel'son's Bound—0
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search—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