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

Showing 39514000 of 14297 papers

TitleStatusHype
ir_explain: a Python Library of Explainable IR MethodsCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
Inverse Cooking: Recipe Generation from Food ImagesCode0
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural NetworksCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues DatasetCode0
Inverting The Generator Of A Generative Adversarial Network (II)Code0
Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive PerspectiveCode0
Content-based image retrieval tutorialCode0
Intra-Modal Constraint Loss For Image-Text RetrievalCode0
Introducing Auxiliary Text Query-modifier to Content-based Audio RetrievalCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Interpretation of multi-label classification models using shapley valuesCode0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Interpretable Natural Language Segmentation Based on Link GrammarCode0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
Integrating Visual and Semantic Similarity Using Hierarchies for Image RetrievalCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based ChatbotsCode0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
Improved Deep Hashing with Soft Pairwise Similarity for Multi-label Image RetrievalCode0
INSPIRED2: An Improved Dataset for Sociable Conversational RecommendationCode0
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo RetrievalCode0
Reinforcement learning for multi-item retrieval in the puzzle-based storage systemCode0
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLMCode0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningCode0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language ModelsCode0
InPars-Light: Cost-Effective Unsupervised Training of Efficient RankersCode0
InLoc: Indoor Visual Localization with Dense Matching and View SynthesisCode0
Injecting the BM25 Score as Text Improves BERT-Based Re-rankersCode0
Input-Driven Dynamics for Robust Memory Retrieval in Hopfield NetworksCode0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
Boosting legal case retrieval by query content selection with large language modelsCode0
Considering Length Diversity in Retrieval-Augmented SummarizationCode0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine LearningCode0
Information-Theoretic Generative Clustering of DocumentsCode0
ConQueR: Contextualized Query Reduction using Search LogsCode0
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection ModelsCode0
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM JudgesCode0
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex OptimizationCode0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
Show:102550
← PrevPage 80 of 286Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified