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 1420114250 of 14297 papers

TitleStatusHype
Validating Synthetic Usage Data in Living Lab EnvironmentsCode0
UFO: Unified Fact Obtaining for Commonsense Question AnsweringCode0
Ranking with Confidence for Large Scale Comparison DataCode0
Probabilistic emotion and sentiment modelling of patient-reported experiencesCode0
Proactive Query Expansion for Streaming Data Using External SourceCode0
Privacy-Preserved Neural Graph DatabasesCode0
The Literary Theme Ontology for Media Annotation and Information RetrievalCode0
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question AnsweringCode0
Ranking Narrative Query Graphs for Biomedical Document Retrieval (Technical Report)Code0
UKP-Athene: Multi-Sentence Textual Entailment for Claim VerificationCode0
Ranking-Incentivized Quality Preserving Content ModificationCode0
Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health QuestionsCode0
ULISSE: A Tool for One-shot Sky Exploration and its Application to Active Galactic Nuclei DetectionCode0
Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic HashingCode0
Ranking Aggregation with Interactive Feedback for Collaborative Person Re-identificationCode0
Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal DataCode0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label ClassificationCode0
The NarrativeQA Reading Comprehension ChallengeCode0
Ranked List Loss for Deep Metric LearningCode0
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural SupervisionCode0
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed EntitiesCode0
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding AlignmentCode0
Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design PerspectiveCode0
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological DiagnosisCode0
Random mappings designed for commercial search enginesCode0
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring ContextsCode0
Watch and Learn: Mapping Language and Noisy Real-world Videos with Self-supervisionCode0
Who is Gambling? Finding Cryptocurrency Gamblers Using Multi-modal Retrieval MethodsCode0
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented GenerationCode0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
Raman Signal Extraction from CARS Spectra Using a Learned-Matrix Representation of the Discrete Hilbert TransformCode0
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert CollaborationCode0
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest NeighborsCode0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross EncodersCode0
The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMsCode0
Variational Deep Semantic Hashing for Text DocumentsCode0
Privacy Leakage of SIFT Features via Deep Generative Model based Image ReconstructionCode0
Unbiased Evaluation of Deep Metric Learning AlgorithmsCode0
Variational Learning for Unsupervised Knowledge Grounded DialogsCode0
Privacy-Enhancing Paradigms within Federated Multi-Agent SystemsCode0
PRISTA-Net: Deep Iterative Shrinkage Thresholding Network for Coded Diffraction Patterns Phase RetrievalCode0
Variational Transformer: A Framework Beyond the Trade-off between Accuracy and Diversity for Image CaptioningCode0
You Only Cache Once: Decoder-Decoder Architectures for Language ModelsCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
VCR: Video representation for Contextual RetrievalCode0
Primal-Dual Block Generalized Frank-WolfeCode0
The Role of Relevance in Fair RankingCode0
WatClaimCheck: A new Dataset for Claim Entailment and InferenceCode0
Who's Afraid of Adversarial Queries? The Impact of Image Modifications on Content-based Image RetrievalCode0
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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