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 3401–3450 of 14297 papers

TitleStatusHype
Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval—0
Dense Retrieval for Low Resource Languages -- the Case of Amharic Language—0
Training-Free Personalization via Retrieval and Reasoning on Fingerprints—0
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks—0
Toward building next-generation Geocoding systems: a systematic review—0
A Survey of Large Language Model Agents for Question Answering—0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights—0
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis—0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research—0
Exploring Training and Inference Scaling Laws in Generative RetrievalCode0
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval—0
Decorum: A Language-Based Approach For Style-Conditioned Synthesis of Indoor 3D Scenes—0
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA—0
SLIDE: Sliding Localized Information for Document Extraction—0
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QACode0
Financial Wind Tunnel: A Retrieval-Augmented Market Simulator—0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval—0
Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning—0
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection—0
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent—0
Enhancing Subsequent Video Retrieval via Vision-Language Models (VLMs)Code0
Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents—0
Dense Passage Retrieval in Conversational SearchCode0
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation—0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
Towards Lighter and Robust Evaluation for Retrieval Augmented GenerationCode0
MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering—0
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Typed-RAG: Type-aware Multi-Aspect Decomposition for Non-Factoid Question AnsweringCode0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Enhancing Pancreatic Cancer Staging with Large Language Models: The Role of Retrieval-Augmented Generation—0
Gridless Chirp Parameter Retrieval via Constrained Two-Dimensional Atomic Norm Minimization—0
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification—0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
Long Context Modeling with Ranked Memory-Augmented Retrieval—0
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval—0
RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving—0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval—0
MoK-RAG: Mixture of Knowledge Paths Enhanced Retrieval-Augmented Generation for Embodied AI Environments—0
Good/Evil Reputation Judgment of Celebrities by LLMs via Retrieval Augmented Generation—0
Retrieval-Augmented Simulacra: Generative Agents for Up-to-date and Knowledge-Adaptive Simulations—0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine—0
Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval—0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
OSCAR: Online Soft Compression And Reranking—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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