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 3301–3325 of 14297 papers

TitleStatusHype
RAGE Against the Machine: Retrieval-Augmented LLM Explanations—0
Event GDR: Event-Centric Generative Document Retrieval—0
RETTA: Retrieval-Enhanced Test-Time Adaptation for Zero-Shot Video Captioning—0
Explaining Text Similarity in Transformer ModelsCode0
ProCIS: A Benchmark for Proactive Retrieval in ConversationsCode0
Automatic Generation of Model and Data Cards: A Step Towards Responsible AICode0
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval—0
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models—0
Redefining Information Retrieval of Structured Database via Large Language Models—0
Automated Conversion of Static to Dynamic Scheduler via Natural Language—0
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering—0
LOC-ZSON: Language-driven Object-Centric Zero-Shot Object Retrieval and Navigation—0
You Only Cache Once: Decoder-Decoder Architectures for Language ModelsCode0
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems—0
Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages—0
Graded Relevance Scoring of Written Essays with Dense Retrieval—0
LLMs Can Patch Up Missing Relevance Judgments in Evaluation—0
All in One Framework for Multimodal Re-identification in the Wild—0
XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesCode0
ChuXin: 1.6B Technical Report—0
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models—0
Online electricity billing project report.—0
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images—0
FlashBack:Efficient Retrieval-Augmented Language Modeling for Long Context Inference—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