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 36013650 of 14297 papers

TitleStatusHype
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language TasksCode0
Corner-Based Geometric Calibration of Multi-Focus Plenoptic CamerasCode0
Benchmarking Vision-Language Contrastive Methods for Medical Representation LearningCode0
Deep Shape MatchingCode0
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image RetrievalCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
CORE: A Retrieve-then-Edit Framework for Counterfactual Data GenerationCode0
Deep speech inpainting of time-frequency masksCode0
Attention Sorting Combats Recency Bias In Long Context Language ModelsCode0
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-SupervisionCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Numbers Matter! Bringing Quantity-awareness to Retrieval SystemsCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Summarization-Based Document IDs for Generative Retrieval with Language ModelsCode0
Deep Supervised Hashing for Fast Image RetrievalCode0
Object-centric Video Representation for Long-term Action AnticipationCode0
Knowledge graphs for empirical concept retrievalCode0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc RetrievalCode0
Attention-based Saliency Hashing for Ophthalmic Image RetrievalCode0
Knowledge Distillation for Singing Voice DetectionCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Cooperative Retriever and Ranker in Deep RecommendersCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Knowledge Corpus Error in Question AnsweringCode0
Knowledge-Enhanced Evidence Retrieval for Counterargument GenerationCode0
Deep Triplet QuantizationCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language RepresentationCode0
Co-occurrence of deep convolutional features for image searchCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
On Background Bias in Deep Metric LearningCode0
Knowledge Base Index Compression via Dimensionality and Precision ReductionCode0
ConvSDG: Session Data Generation for Conversational SearchCode0
Adaptive Document Retrieval for Deep Question AnsweringCode0
Attention-Based Audio Embeddings for Query-by-ExampleCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible RepresentationsCode0
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney DiseaseCode0
AmazonQA: A Review-Based Question Answering TaskCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformationCode0
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense GenerationCode0
Online Continual Learning with Maximally Interfered RetrievalCode0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
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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