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 1205112100 of 14297 papers

TitleStatusHype
CriSp: Leveraging Tread Depth Maps for Enhanced Crime-Scene Shoeprint MatchingCode0
InPars-Light: Cost-Effective Unsupervised Training of Efficient RankersCode0
A Review on Fact Extraction and VerificationCode0
Equivariant Multi-View NetworksCode0
Creating a silver standard for patent simplificationCode0
Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph RetrievalsCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
Are Large Language Models Good at Utility Judgments?Code0
Input-Driven Dynamics for Robust Memory Retrieval in Hopfield NetworksCode0
EP-PQM: Efficient Parametric Probabilistic Quantum Memory with Fewer Qubits and GatesCode0
Entropy-Based Decoding for Retrieval-Augmented Large Language ModelsCode0
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGCode0
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 SurprisalCode0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
A Regularized Conditional GAN for Posterior Sampling in Image Recovery ProblemsCode0
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
Are All Combinations Equal? Combining Textual and Visual Features with Multiple Space Learning for Text-Based Video RetrievalCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Entropic Hetero-Associative MemoryCode0
fairDMS: Rapid Model Training by Data and Model ReuseCode0
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
Counterfactual Query Rewriting to Use Historical Relevance FeedbackCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
INSPIRED2: An Improved Dataset for Sociable Conversational RecommendationCode0
Learning with Average Precision: Training Image Retrieval with a Listwise LossCode0
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal RetrievalCode0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
Fair Ranking with Noisy Protected AttributesCode0
FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation RetrievalCode0
Entropic Associative Memory for Manuscript SymbolsCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property RetrievalCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo RetrievalCode0
FALQU: Finding Answers to Legal QuestionsCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image RetrievalCode0
A Reality Check on Context Utilisation for Retrieval-Augmented GenerationCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
Ensemble of Neural Classifiers for Scoring Knowledge Base TriplesCode0
Enriching Unsupervised User Embedding via Medical ConceptsCode0
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented GenerationCode0
Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for RecommendationCode0
Fashion Image Retrieval with Capsule NetworksCode0
Improved Deep Hashing with Soft Pairwise Similarity for Multi-label Image RetrievalCode0
A Convolutional Approach to Melody Line Identification in Symbolic ScoresCode0
Fashion Landmark Detection in the WildCode0
Learning Without LossCode0
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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