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 451–500 of 14297 papers

TitleStatusHype
Multimodal Benchmarking and Recommendation of Text-to-Image Generation ModelsCode0
CB-cPIR: Code-Based Computational Private Information Retrieval—0
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation—0
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph—0
Seeing the Abstract: Translating the Abstract Language for Vision Language ModelsCode0
Holmes: Automated Fact Check with Large Language Models—0
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation—0
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse RetrievalCode0
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation—0
Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and ModalityCode4
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language ModelsCode3
Predicting Movie Hits Before They Happen with LLMs—0
SymbioticRAG: Enhancing Document Intelligence Through Human-LLM Symbiotic Collaboration—0
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance—0
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingCode1
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentCode0
OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates DiscoveryCode0
Exploring new Approaches for Information Retrieval through Natural Language Processing—0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
Compositional Image-Text Matching and Retrieval by Grounding EntitiesCode0
Real-time Spatial Retrieval Augmented Generation for Urban Environments—0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Retrieval-augmented in-context learning for multimodal large language models in disease classification—0
Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning—0
Embedding based retrieval for long tail search queries in ecommerce—0
CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation—0
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation—0
Retrieval-Augmented Generation in Biomedicine: A Survey of Technologies, Datasets, and Clinical Applications—0
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context LearningCode0
Seeking to Collide: Online Safety-Critical Scenario Generation for Autonomous Driving with Retrieval Augmented Large Language Models—0
CodeSSM: Towards State Space Models for Code Understanding—0
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code—0
Document Retrieval Augmented Fine-Tuning (DRAFT) for safety-critical software assessments—0
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval—0
Investigating Task Arithmetic for Zero-Shot Information RetrievalCode0
EnronQA: Towards Personalized RAG over Private Documents—0
Empowering Agentic Video Analytics Systems with Video Language Models—0
A Multi-Granularity Retrieval Framework for Visually-Rich Documents—0
Effective Inference-Free Retrieval for Learned Sparse Representations—0
Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat—0
Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework—0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data—0
Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction—0
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval—0
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging—0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
Traceback of Poisoning Attacks to Retrieval-Augmented Generation—0
ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement—0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
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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