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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4451–4500 of 14297 papers

TitleStatusHype
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability—0
Unleashing the Power of LLMs as Multi-Modal Encoders for Text and Graph-Structured Data—0
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented GenerationCode0
Sequential LLM Framework for Fashion Recommendation—0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters—0
Skill Learning Using Process Mining for Large Language Model Plan Generation—0
Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion—0
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
On Debiasing Text Embeddings Through Context Injection—0
Model-based Large Language Model Customization as Service—0
Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning—0
Robust Gradient Descent for Phase Retrieval—0
Can Structured Data Reduce Epistemic Uncertainty?—0
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack—0
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG—0
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning—0
Global convergence of gradient descent for phase retrieval—0
MIRAGE: Multimodal Identification and Recognition of Annotations in Indian General Prescriptions—0
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization—0
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering—0
ChartKG: A Knowledge-Graph-Based Representation for Chart Images—0
Agentic Information Retrieval—0
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented GenerationCode0
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning—0
RoRA-VLM: Robust Retrieval-Augmented Vision Language Models—0
GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation—0
ACER: Automatic Language Model Context Extension via Retrieval—0
RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process—0
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism—0
Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions—0
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP—0
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision—0
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models—0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users—0
Modeling Alzheimer's Disease: From Memory Loss to Plaque & Tangles Formation—0
Music Genre Classification using Large Language ModelsCode0
The Function-Representation Model of Computation—0
Smart Audit System Empowered by LLM—0
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models—0
CLIP Multi-modal Hashing for Multimedia Retrieval—0
The language of sound search: Examining User Queries in Audio Search Engines—0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA—0
Does Vec2Text Pose a New Corpus Poisoning Threat?Code0
Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling—0
Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval—0
Show:102550
← PrevPage 90 of 286Next →
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