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 1751–1800 of 14297 papers

TitleStatusHype
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation—0
QEQR: An Exploration of Query Expansion Methods for Question Retrieval in CQA Services—0
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining—0
Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval—0
mR^2AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA—0
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR PredictionCode1
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective—0
G-RAG: Knowledge Expansion in Material ScienceCode1
LLaVA-MR: Large Language-and-Vision Assistant for Video Moment RetrievalCode0
FastRAG: Retrieval Augmented Generation for Semi-structured Data—0
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMsCode5
LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System—0
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training—0
Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation—0
Disentangling Memory and Reasoning Ability in Large Language ModelsCode2
Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU—0
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow PredictionCode1
Video-RAG: Visually-aligned Retrieval-Augmented Long Video ComprehensionCode3
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems—0
DMQR-RAG: Diverse Multi-Query Rewriting for RAG—0
Scaling Laws for Online Advertisement Retrieval—0
Associative Knowledge Graphs for Efficient Sequence Storage and RetrievalCode0
A Comparative Study of Text Retrieval Models on DaReCzech—0
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events—0
Neon: News Entity-Interaction Extraction for Enhanced Question Answering—0
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model—0
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?—0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval—0
PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation with DevitoCode1
Preserving Expert-Level Privacy in Offline Reinforcement Learning—0
Mechanism and Emergence of Stacked Attention Heads in Multi-Layer Transformers—0
Molecule Generation with Fragment Retrieval Augmentation—0
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality—0
Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation—0
Drowning in Documents: Consequences of Scaling Reranker Inference—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data—0
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated TextCode0
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios—0
A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery—0
SAM Decoding: Speculative Decoding via Suffix AutomatonCode1
Information Anxiety in Large Language Models—0
SPICA: Retrieving Scenarios for Pluralistic In-Context AlignmentCode0
Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction—0
KuaiFormer: Transformer-Based Retrieval at Kuaishou—0
Private Counterfactual Retrieval With Immutable Features—0
Partial Scene Text RetrievalCode0
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey—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