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 35013550 of 14297 papers

TitleStatusHype
Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringCode0
Extractive Explanations for Interpretable Text RankingCode0
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGCode0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length ExtrapolationCode0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
A Modern Perspective on Query Likelihood with Deep Generative Retrieval ModelsCode0
Evaluating Multilingual Long-Context Models for Retrieval and ReasoningCode0
Deep Learning for Fine-Grained Image Analysis: A SurveyCode0
Deep Learning for Hand Gesture Recognition on Skeletal DataCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language ModelsCode0
Bayesian multi-exposure image fusion for robust high dynamic range ptychographyCode0
Large-Scale Image Retrieval with Attentive Deep Local FeaturesCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
Large Language Model Augmented Narrative Driven RecommendationsCode0
Large Language Model Can Be a Foundation for Hidden Rationale-Based RetrievalCode0
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person RetrievalCode0
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
Language Fairness in Multilingual Information RetrievalCode0
Language Models as Knowledge Bases for Visual Word Sense DisambiguationCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Language-Agnostic Visual-Semantic EmbeddingsCode0
LAMV: Learning to Align and Match Videos With Kernelized Temporal LayersCode0
Counterfactual Query Rewriting to Use Historical Relevance FeedbackCode0
Ladder Loss for Coherent Visual-Semantic EmbeddingCode0
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics DomainsCode0
LAReQA: Language-agnostic answer retrieval from a multilingual poolCode0
AMIL: Adversarial Multi Instance Learning for Human Pose EstimationCode0
L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible RepresentationsCode0
A Tutorial on Deep Learning for Music Information RetrievalCode0
Label Consistent Fisher Vectors for Supervised Feature AggregationCode0
Deep Metric Learning via Facility LocationCode0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
Deep Metric Learning with Chance ConstraintsCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-SupervisionCode0
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image RetrievalCode0
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion RetrievalCode0
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention GraphCode0
Deep Multi Query Image RetrievalCode0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-OversCode0
Correcting the Triplet Selection Bias for Triplet LossCode0
Attribute-Aware Attention Model for Fine-grained Representation LearningCode0
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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