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 2801–2825 of 14297 papers

TitleStatusHype
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation—0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval—0
BM25S: Orders of magnitude faster lexical search via eager sparse scoringCode5
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw CycleCode0
Meta-prompting Optimized Retrieval-augmented Generation—0
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation—0
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language ModelsCode0
Mixture of A Million ExpertsCode2
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual FeaturesCode0
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph CompletionCode1
CoIR: A Comprehensive Benchmark for Code Information Retrieval ModelsCode2
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation—0
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal ModelsCode0
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I—0
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text GenerationCode2
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs—0
Synthetic Multimodal Question Generation—0
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval—0
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentCode1
Neurocache: Efficient Vector Retrieval for Long-range Language ModelingCode0
Exploring Advanced Large Language Models with LLMsuite—0
PQCache: Product Quantization-based KVCache for Long Context LLM Inference—0
Deterministic fast and stable phase retrieval in multiple dimensions—0
Show:102550
← PrevPage 113 of 572Next →
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