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 1260112650 of 14297 papers

TitleStatusHype
Generating Signed Language Instructions in Large-Scale Dialogue SystemsCode0
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning ModelsCode0
Document-Level Abstractive SummarizationCode0
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach PromptsCode0
Automatic Data Retrieval for Cross Lingual SummarizationCode0
Document Informed Neural Autoregressive Topic ModelsCode0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
Automatic Context Pattern Generation for Entity Set ExpansionCode0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
Connecting NeRFs, Images, and TextCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
MIHash: Online Hashing with Mutual InformationCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
Multilingual Alignment of Contextual Word RepresentationsCode0
Two-stage Risk Control with Application to Ranked RetrievalCode0
MILDNet: A Lightweight Single Scaled Deep Ranking ArchitectureCode0
Annotative IndexingCode0
Document Informed Neural Autoregressive Topic Models with Distributional PriorCode0
Generative Domain-Migration Hashing for Sketch-to-Image RetrievalCode0
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense GenerationCode0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
Conflicts, Villains, Resolutions: Towards models of Narrative Media FramingCode0
NLSC: Unrestricted Natural Language-based Service Composition through Sentence EmbeddingsCode0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ DocumentsCode0
KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney DiseaseCode0
Automated Few-shot Classification with Instruction-Finetuned Language ModelsCode0
Automated crater shape retrieval using weakly-supervised deep learningCode0
Generative Patch Priors for Practical Compressive Image RecoveryCode0
Generative Principal Component AnalysisCode0
LLaVA-MR: Large Language-and-Vision Assistant for Video Moment RetrievalCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic PathologiesCode0
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA SystemCode0
DocMMIR: A Framework for Document Multi-modal Information RetrievalCode0
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023Code0
Automated Audio Captioning and Language-Based Audio RetrievalCode0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
Evaluating Multilingual Long-Context Models for Retrieval and ReasoningCode0
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context RetrievalCode0
Doc2hash: Learning Discrete Latent variables for Documents RetrievalCode0
Authorship verification in the absence of explicit features and thresholdsCode0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
DMin: Scalable Training Data Influence Estimation for Diffusion ModelsCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
DLBD: A Self-Supervised Direct-Learned Binary DescriptorCode0
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image TaggingCode0
N-gram Statistical Stemmer for Bangla CorpusCode0
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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