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 5001–5050 of 14297 papers

TitleStatusHype
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts—0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding—0
Empirical analysis of Binding Precedent efficiency in the Brazilian Supreme Court via Similar Case Retrieval—0
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection—0
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels—0
RRM: Relightable assets using Radiance guided Material extraction—0
Random Features Hopfield Networks generalize retrieval to previously unseen examples—0
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition—0
Sequential Contrastive Audio-Visual Learning—0
Pseudo-triplet Guided Few-shot Composed Image Retrieval—0
Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop—0
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders—0
Training Task Experts through Retrieval Based Distillation—0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models—0
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations—0
Are LLMs Correctly Integrated into Software Systems?—0
Incremental Multiview Point Cloud RegistrationCode0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning—0
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models—0
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt LearningCode0
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw CycleCode0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval—0
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language ModelsCode0
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
Meta-prompting Optimized Retrieval-augmented Generation—0
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation—0
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation—0
A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation—0
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual FeaturesCode0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I—0
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs—0
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval—0
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal ModelsCode0
Neurocache: Efficient Vector Retrieval for Long-range Language ModelingCode0
Synthetic Multimodal Question Generation—0
First Place Solution of 2023 Global Artificial Intelligence Technology Innovation Competition Track 1—0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation—0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Deterministic fast and stable phase retrieval in multiple dimensions—0
Semantic Compositions Enhance Vision-Language Contrastive Learning—0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach—0
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieval—0
Optimization of Retrieval-Augmented Generation Context with Outlier Detection—0
Preserving Multilingual Quality While Tuning Query Encoder on English Only—0
PQCache: Product Quantization-based KVCache for Long Context LLM Inference—0
Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese—0
Exploring Advanced Large Language Models with LLMsuite—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