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 5051–5100 of 14297 papers

TitleStatusHype
Evaluation of Temporal Change in IR Test CollectionsCode0
Optimization of Retrieval-Augmented Generation Context with Outlier Detection—0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components—0
PQCache: Product Quantization-based KVCache for Long Context LLM Inference—0
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening PrioritisationCode0
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and ExplainabilityCode0
From RAG to RICHES: Retrieval Interlaced with Sequence Generation—0
A Study on Effect of Reference Knowledge Choice in Generating Technical Content Relevant to SAPPhIRE Model Using Large Language Model—0
Potential Renovation of Information Search Process with the Power of Large Language Model for Healthcare—0
Doc2Token: Bridging Vocabulary Gap by Predicting Missing Tokens for E-commerce Search—0
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models—0
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering—0
LLM4DESIGN: An Automated Multi-Modal System for Architectural and Environmental Design—0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Development and Evaluation of a Retrieval-Augmented Generation Tool for Creating SAPPhIRE Models of Artificial Systems—0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems—0
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation—0
Zero-shot Composed Image Retrieval Considering Query-target Relationship Leveraging Masked Image-text Pairs—0
Generating Is Believing: Membership Inference Attacks against Retrieval-Augmented Generation—0
Context Matters: An Empirical Study of the Impact of Contextual Information in Temporal Question Answering Systems—0
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage RetrievalCode0
TrustUQA: A Trustful Framework for Unified Structured Data Question AnsweringCode0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders—0
PathAlign: A vision-language model for whole slide images in histopathology—0
RAVEN: Multitask Retrieval Augmented Vision-Language Learning—0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Efficient course recommendations with T5-based ranking and summarizationCode0
Learning Retrieval Augmentation for Personalized Dialogue GenerationCode0
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive LearningCode0
Multi-step Inference over Unstructured Data—0
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models—0
Poisoned LangChain: Jailbreak LLMs by LangChain—0
Assessing "Implicit" Retrieval Robustness of Large Language Models—0
Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need—0
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD—0
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems—0
SetBERT: Enhancing Retrieval Performance for Boolean Logic and Set Operation Queries—0
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval—0
Entropy-Based Decoding for Retrieval-Augmented Large Language ModelsCode0
Enhancing Tool Retrieval with Iterative Feedback from Large Language ModelsCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft—0
Gate Recurrent Unit for Efficient Industrial Gas Identification—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Training-Free Exponential Context Extension via Cascading KV CacheCode0
Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning—0
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models—0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Show:102550
← PrevPage 102 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