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 4651–4700 of 14297 papers

TitleStatusHype
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
Hierarchical Matching and Reasoning for Multi-Query Image RetrievalCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
Introducing Auxiliary Text Query-modifier to Content-based Audio RetrievalCode0
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue GenerationCode0
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion AugmentationCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Inverse Cooking: Recipe Generation from Food ImagesCode0
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place RecognitionCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
HeGeL: A Novel Dataset for Geo-Location from Hebrew TextCode0
Patch-Based Holographic Image SensingCode0
Hashing as Tie-Aware Learning to RankCode0
Hash Function Learning via CodewordsCode0
Entropic Hetero-Associative MemoryCode0
Hashing with binary autoencodersCode0
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 SurprisalCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue DatasetCode0
Hashing with Binary Matrix PursuitCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Harnessing Evolution of Multi-Turn Conversations for Effective Answer RetrievalCode0
Equivariant Multi-View NetworksCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Hashing with Mutual InformationCode0
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity LearningCode0
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment AnalysisCode0
Are Large Language Models Good at Utility Judgments?Code0
Handling Massive N-Gram Datasets EfficientlyCode0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
Harmonized Multimodal Learning with Gaussian Process Latent Variable ModelsCode0
HashNet: Deep Learning to Hash by ContinuationCode0
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case DistinctionsCode0
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingCode0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information RecommendationCode0
ERVD: An Efficient and Robust ViT-Based Distillation Framework for Remote Sensing Image RetrievalCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language ModelsCode0
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric LearningCode0
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural NetworksCode0
Guided Similarity Separation for Image RetrievalCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
Case-Based Reasoning with Language Models for Classification of Logical FallaciesCode0
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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