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
MixBCT: Towards Self-Adapting Backward-Compatible TrainingCode0
Global Features are All You Need for Image Retrieval and RerankingCode2
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks—0
Contrastive Learning for Cross-modal Artist Retrieval—0
Performance Prediction for Multi-hop Questions—0
U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point CloudsCode1
Uncertainty-Aware Cross-Modal Transfer Network for Sketch-Based 3D Shape Retrieval—0
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach PromptsCode0
Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking—0
Informative Scene Graph Generation via Debiasing—0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark—0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight—0
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval—0
Foreground Object Search by Distilling Composite Image FeatureCode1
Beyond Surprise: Improving Exploration Through Surprise NoveltyCode1
A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset—0
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data SetsCode0
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction—0
Top K Relevant Passage Retrieval for Biomedical Question AnsweringCode0
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI ToolCode2
Robust retrieval of material chemical states in X-ray microspectroscopy—0
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image RetrievalCode1
On Monotonic Aggregation for Open-domain QACode0
Unifying Two-Stream Encoders with Transformers for Cross-Modal RetrievalCode1
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