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 7626–7650 of 14297 papers

TitleStatusHype
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop—0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph—0
Learnt quasi-transitive similarity for retrieval from large collections of faces—0
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval—0
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models—0
Least square ellipsoid fitting using iterative orthogonal transformations—0
HiVLP: Hierarchical Interactive Video-Language Pre-Training—0
HiVeGen -- Hierarchical LLM-based Verilog Generation for Scalable Chip Design—0
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases—0
Correlation between Similarity Measures for Inter-Language Linked Wikipedia Articles—0
Lecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos—0
Hitting the High Notes: Subset Selection for Maximizing Expected Order Statistics—0
Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models—0
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval—0
Correlating and Cross-linking Knowledge Threads in Informledge System for Creating New Knowledge—0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning—0
Legal Element-oriented Modeling with Multi-view Contrastive Learning for Legal Case Retrieval—0
Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection—0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval—0
LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation—0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends—0
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions—0
LeiBi@COLIEE 2022: Aggregating Tuned Lexical Models with a Cluster-driven BERT-based Model for Case Law Retrieval—0
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis—0
Corpus Wide Argument Mining -- a Working Solution—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