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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 4751–4800 of 14297 papers

TitleStatusHype
Retrieval meets Long Context Large Language Models—0
How Much Training Data is Memorized in Overparameterized Autoencoders? An Inverse Problem Perspective on Memorization Evaluation—0
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context RetrievalCode0
Prompting Audios Using Acoustic Properties For Emotion Representation—0
Language Models as Knowledge Bases for Visual Word Sense DisambiguationCode0
Constructing Image-Text Pair Dataset from Books—0
Scaling Up Music Information Retrieval Training with Semi-Supervised Learning—0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression—0
Making Retrieval-Augmented Language Models Robust to Irrelevant ContextCode1
Leveraging Cutting Edge Deep Learning Based Image Matching for Reconstructing a Large Scene from Sparse Images—0
Compressing LLMs: The Truth is Rarely Pure and Never SimpleCode1
NEUCORE: Neural Concept Reasoning for Composed Image Retrieval—0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images—0
RA-DIT: Retrieval-Augmented Dual Instruction Tuning—0
Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
FELM: Benchmarking Factuality Evaluation of Large Language ModelsCode1
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)—0
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal RetrievalCode1
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language ModelsCode1
Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback—0
Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts—0
FORB: A Flat Object Retrieval Benchmark for Universal Image EmbeddingCode1
Attention Sorting Combats Recency Bias In Long Context Language ModelsCode0
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections—0
Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models—0
Using Weak Supervision and Data Augmentation in Question Answering—0
Dark Side Augmentation: Generating Diverse Night Examples for Metric LearningCode0
Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image RetrievalCode1
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering—0
Graph Neural Prompting with Large Language ModelsCode1
RAGAS: Automated Evaluation of Retrieval Augmented GenerationCode6
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language ModelsCode2
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features—0
Legal Question-Answering in the Indian Context: Efficacy, Challenges, and Potential of Modern AI Models—0
Fine-tuning and aligning question answering models for complex information extraction tasks—0
Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results—0
Physics of Language Models: Part 3.2, Knowledge Manipulation—0
Text Classification: A Perspective of Deep Learning Methods—0
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent AttentionCode1
Model-enhanced Vector IndexCode1
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive LearningCode1
Resolving References in Visually-Grounded Dialogue via Text GenerationCode0
EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature TemplateCode1
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models—0
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering—0
On Sparse Modern Hopfield ModelCode1
Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval—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