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 9226–9250 of 14297 papers

TitleStatusHype
Interactive Visual Exploration of Topic Models using Graphs—0
InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining—0
Intercomparison of Brown Dwarf Model Grids and Atmospheric Retrieval Using Machine Learning—0
Interest-based Item Representation Framework for Recommendation with Multi-Interests Capsule Network—0
Interesting cross-border news discovery using cross-lingual article linking and document similarity—0
Interferences in match kernels—0
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database—0
Intermediate Distillation: Data-Efficient Distillation from Black-Box LLMs for Information Retrieval—0
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering—0
International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue—0
Internet-Augmented Dialogue Generation—0
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction—0
Interpreting Context of Images using Scene Graphs—0
Interpreting Dense Retrieval as Mixture of Topics—0
Interpreting search result rankings through intent modeling—0
Intrinsic Evaluation of RAG Systems for Deep-Logic Questions—0
Introducing a Framework for the Evaluation of Music Detection Tools—0
Introducing a new hyper-parameter for RAG: Context Window Utilization—0
Introducing linguistic transformation to improve translation memory retrieval. Results of a professional translators’ survey for Spanish, French and Arabic—0
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction—0
Introducing Super RAGs in Mistral 8x7B-v1—0
Introducing the Swedish Kelly-list, a new lexical e-resource for Swedish—0
Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system—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