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 7151–7200 of 14297 papers

TitleStatusHype
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities—0
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples—0
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy—0
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?—0
Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
Exact asymptotics for phase retrieval and compressed sensing with random generative priors—0
LAPIS: Language Model-Augmented Police Investigation System—0
A Revisit on Deep Hashings for Large-scale Content Based Image Retrieval—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
Deep Retrieval: An End-to-End Structure Model for Large-Scale Recommendations—0
Large Associative Memory Problem in Neurobiology and Machine Learning—0
Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming—0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Class Vectors: Embedding representation of Document Classes—0
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG—0
Learning Synthetic to Real Transfer for Localization and Navigational Tasks—0
Large Language Model Enhanced Multi-Agent Systems for 6G Communications—0
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems—0
EvoZip: Efficient Compression of Large Collections of Evolutionary Trees—0
Deep Robust Multilevel Semantic Cross-Modal Hashing—0
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation—0
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval—0
Personalized Large Language Model Assistant with Evolving Conditional Memory—0
Evolution of Event Designation in Media: Preliminary Study—0
Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior—0
Large Language Models are Strong Zero-Shot Retriever—0
Large Language Model as Universal Retriever in Industrial-Scale Recommender System—0
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment—0
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques—0
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images—0
Large Language Models for Captioning and Retrieving Remote Sensing Images—0
Evolutionary algorithm based adaptive navigation in information retrieval interfaces—0
Classroom Video Assessment and Retrieval via Multiple Instance Learning—0
Evidential Transformers for Improved Image Retrieval—0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation—0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios—0
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping—0
A Review on Image Texture Analysis Methods—0
Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation—0
Large-margin Learning of Compact Binary Image Encodings—0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity—0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—0
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks—0
Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning—0
Classifying magnetic resonance image modalities with convolutional neural networks—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