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 36513700 of 14297 papers

TitleStatusHype
ConvSDG: Session Data Generation for Conversational SearchCode0
On the Robustness of Generative Information Retrieval ModelsCode0
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
Better RAG using Relevant Information GainCode0
Adaptive Document Retrieval for Deep Question AnsweringCode0
Knowledge graphs for empirical concept retrievalCode0
Attention-Based Audio Embeddings for Query-by-ExampleCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible RepresentationsCode0
AmazonQA: A Review-Based Question Answering TaskCode0
Knowledge-Enhanced Evidence Retrieval for Counterargument GenerationCode0
Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformationCode0
Knowledge Distillation for Singing Voice DetectionCode0
Knowledge Base Index Compression via Dimensionality and Precision ReductionCode0
Knowledge Corpus Error in Question AnsweringCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
Know2Vec: A Black-Box Proxy for Neural Network RetrievalCode0
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and FilteringCode0
Convex Formulation of Multiple Instance Learning from Positive and Unlabeled BagsCode0
Abstract, Rationale, Stance: A Joint Model for Scientific Claim VerificationCode0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense GenerationCode0
KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney DiseaseCode0
ConveRT for FAQ AnsweringCode0
Dense Passage Retrieval in Conversational SearchCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution ErrorsCode0
Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger FlowCode0
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening PrioritisationCode0
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding SpaceCode0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalCode0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringCode0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachCode0
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
Learning Deep Representations of Fine-grained Visual DescriptionsCode0
Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person RetrievalCode0
Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown-View TomographyCode0
Conversational Factor Information Retrieval Model (ConFIRM)Code0
Conversational BrowsingCode0
Show:102550
← PrevPage 74 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