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 66516700 of 14297 papers

TitleStatusHype
Important Attribute Identification in Knowledge Graph0
Cross-Modal Discrete Representation Learning0
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes0
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification0
Author-topic profiles for academic search0
Implicit semantic-based personalized micro-videos recommendation0
Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering0
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion0
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution0
Cross-Modal Deep Variational Hashing0
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification0
Implicit Negative Feedback in Clinical Information Retrieval0
Cross-modal Deep Metric Learning with Multi-task Regularization0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models0
Implementing Learning Principles with a Personal AI Tutor: A Case Study0
Implementation of a noisy hyperlink removal system: A semantic and relatedness approach0
Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search0
Cross-Modal Coordination Across a Diverse Set of Input Modalities0
Authorship Verification - An Approach based on Random Forest0
A Multi-task Learning Framework for Product Ranking with BERT0
Adaptive Semantic-Visual Tree for Hierarchical Embeddings0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging0
Enhancing Low-Resource Minority Language Translation with LLMs and Retrieval-Augmented Generation for Cultural Nuances0
Implementation of an efficient Fuzzy Logic based Information Retrieval System0
Implementation Notes for the Soft Cosine Measure0
A Usefulness-based Approach for Measuring the Local and Global Effect of IIR Services0
Impact of Semantic Granularity on Geographic Information Search Support0
Interactions in Information Spread0
Interactions with Generative Information Retrieval Systems0
Biomedical Evidence Generation Engine0
Impact of Response Latency on User Behaviour in Mobile Web Search0
Interactive Extractive Search over Biomedical Corpora0
Cross-modal Contrastive Learning for Speech Translation0
Impact of detecting clinical trial elements in exploration of COVID-19 literature0
Cross-modal Common Representation Learning by Hybrid Transfer Network0
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization0
Interactive Query Clarification and Refinement via User Simulation0
Interactive Query Formulation using Query By Navigation0
A Multi-Task Architecture on Relevance-based Neural Query Translation0
Interactive Segmentation on RGBD Images via Cue Selection0
Immediate, Scalable Object Category Detection0
Imaging in random media by two-point coherent interferometry0
Cross-Modal Center Loss for 3D Cross-Modal Retrieval0
A Unified Optimal Transport Framework for Cross-Modal Retrieval with Noisy Labels0
Interactive Video Corpus Moment Retrieval using Reinforcement Learning0
Interactive Video Retrieval with Dialog0
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy0
Cross-modal Center Loss0
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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