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 5026–5050 of 14297 papers

TitleStatusHype
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings—0
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records—0
Improving Few-shot and Zero-shot Entity Linking with Coarse-to-Fine Lexicon-based Retriever—0
End-to-End Query Term WeightingCode1
Improving Domain-Specific Retrieval by NLI Fine-Tuning—0
Embedding-based Retrieval with LLM for Effective Agriculture Information Extracting from Unstructured Data—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
A Comprehensive Analysis of Real-World Image Captioning and Scene Identification—0
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and RetrievalCode0
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification—0
GEMRec: Towards Generative Model RecommendationCode1
Fast Slate Policy Optimization: Going Beyond Plackett-Luce—0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open WorldCode2
Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiberCode0
Rethinking Similarity Search: Embracing Smarter Mechanisms over Smarter Data—0
Teaching Smaller Language Models To Generalise To Unseen Compositional QuestionsCode0
TeachCLIP: Multi-Grained Teaching for Efficient Text-to-Video Retrieval—0
Towards Discriminative Representation with Meta-learning for Colonoscopic Polyp Re-Identification—0
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders—0
MES-Loss: Mutually equidistant separation metric learning loss function—0
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting—0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalCode0
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks—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