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

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Showing 9851–9900 of 14297 papers

TitleStatusHype
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
Retrieve and Refine: Exemplar-based Neural Comment GenerationCode1
Clustering Analysis of Interactive Learning Activities Based on Improved BIRCH Algorithm—0
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Approximate Message Passing with Spectral Initialization for Generalized Linear Models—0
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-AnsweringCode1
Inductive Entity Representations from Text via Link PredictionCode1
Learning Binary Semantic Embedding for Histology Image Classification and RetrievalCode1
Channel Recurrent Attention Networks for Video Pedestrian Retrieval—0
Less is more: Faster and better music version identification with embedding distillationCode1
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval—0
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays—0
A Review on Fact Extraction and VerificationCode0
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge DistillationCode1
Descriptive analysis of computational methods for automating mammograms with practical applications—0
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Learning to Represent Image and Text with Denotation Graph—0
Beyond [CLS] through Ranking by Generation—0
Support-set bottlenecks for video-text representation learning—0
Conversational Document Prediction to Assist Customer Care AgentsCode1
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement LearningCode1
A Chirplet Transform-based Mode Retrieval Method for Multicomponent Signals with Crossover Instantaneous Frequencies—0
Multi-Modal Retrieval using Graph Neural Networks—0
Quickly Finding a Benign Region via Heavy Ball Momentum in Non-Convex Optimization—0
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation—0
Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach—0
Semantics-Guided Clustering with Deep Progressive Learning for Semi-Supervised Person Re-identification—0
RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape RetrievalCode1
An alternative proof of the vulnerability of retrieval in high intrinsic dimensionality neighborhood—0
SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval—0
Contrastive Learning of Medical Visual Representations from Paired Images and TextCode1
Autoregressive Entity RetrievalCode1
BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation—0
Utilizing Bert for Question Retrieval on Vietnameses E-commerce Sites—0
IsOBS: An Information System for Oracle Bone Script—0
Agent Assist through Conversation Analysis—0
Completion of Missing Labels for Multi-Label Annotation by a Unified Graph Laplacian Regularization—0
Evaluating a Generative Adversarial Framework for Information Retrieval—0
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene UnderstandingCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble—0
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning—0
Learning Hard Retrieval Decoder Attention for Transformers—0
Encode the Unseen: Predictive Video Hashing for Scalable Mid-Stream Retrieval—0
Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model—0
SIR: Similar Image Retrieval for Product Search in E-Commerce—0
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation—0
VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation—0
Reducing Class Collapse in Metric Learning with Easy Positive Sampling—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified