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 35763600 of 14297 papers

TitleStatusHype
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-SupervisionCode0
Corpus Poisoning via Approximate Greedy Gradient DescentCode0
Adaptive Fine-Grained Sketch-Based Image RetrievalCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Corpus-Level End-to-End Exploration for Interactive SystemsCode0
Attentive Memory Networks: Efficient Machine Reading for Conversational SearchCode0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
Language Models as Knowledge Bases for Visual Word Sense DisambiguationCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language TasksCode0
Corner-Based Geometric Calibration of Multi-Focus Plenoptic CamerasCode0
Knowledge-Enhanced Evidence Retrieval for Counterargument GenerationCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
Knowledge Distillation for Singing Voice DetectionCode0
CORE: A Retrieve-then-Edit Framework for Counterfactual Data GenerationCode0
Attention Sorting Combats Recency Bias In Long Context Language ModelsCode0
Knowledge Base Index Compression via Dimensionality and Precision ReductionCode0
Knowledge Corpus Error in Question AnsweringCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
News Article Retrieval in Context for Event-centric Narrative CreationCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
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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