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 3351–3400 of 14297 papers

TitleStatusHype
Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure—0
Aud-Sur: An Audio Analyzer Assistant for Audio Surveillance Applications—0
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long DocumentsCode0
Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction—0
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG—0
Combining Query Performance Predictors: A Reproducibility StudyCode0
A robot-assisted pipeline to rapidly scan 1.7 million historical aerial photographs—0
Text2Tracks: Prompt-based Music Recommendation via Generative RetrievalCode0
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization—0
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives—0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support—0
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering—0
Agentic Large Language Models, a survey—0
Patience is all you need! An agentic system for performing scientific literature review—0
An Empirical Study of Validating Synthetic Data for Text-Based Person RetrievalCode0
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models—0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs—0
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval—0
Long-Tail Crisis in Nearest Neighbor Language Models—0
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters—0
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsCode0
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity TransferCode0
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack—0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement—0
MemInsight: Autonomous Memory Augmentation for LLM Agents—0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best?—0
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise—0
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search—0
A Survey on (M)LLM-Based GUI Agents—0
Cognitive Prompts Using Guilford's Structure of Intellect Model—0
Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing—0
FusionSegReID: Advancing Person Re-Identification with Multimodal Retrieval and Precise Segmentation—0
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents—0
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care—0
Reasoning Beyond Limits: Advances and Open Problems for LLMs—0
MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion—0
A Survey of Multimodal Retrieval-Augmented Generation—0
Named Entity Recognition in Context—0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
RALLRec+: Retrieval Augmented Large Language Model Recommendation with ReasoningCode0
Dewey Long Context Embedding Model: A Technical Report—0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
Context-Efficient Retrieval with Factual Decomposition—0
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation—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