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 14101–14150 of 14297 papers

TitleStatusHype
Saliency Map-based Image Retrieval using Invariant Krawtchouk MomentsCode0
Proceedings of the 5th International Workshop on Reading Music SystemsCode0
Textual Entailment for Effective Triple Validation in Object PredictionCode0
Saliency-Guided Hidden Associative Replay for Continual LearningCode0
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language ModelsCode0
Optimizing Guided Traversal for Fast Learned Sparse RetrievalCode0
On Cross-Lingual Retrieval with Multilingual Text EncodersCode0
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsCode0
Reasoning in complex environments with the SelectScript declarative languageCode0
SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer RetrievalCode0
TrustUQA: A Trustful Framework for Unified Structured Data Question AnsweringCode0
Reasoning Graph Enhanced Exemplars Retrieval for In-Context LearningCode0
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic ResourcesCode0
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented GenerationCode0
Real-time Fake News from Adversarial FeedbackCode0
Safe Exploration for Optimizing Contextual BanditsCode0
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelCode0
Rudder: A Cross Lingual Video and Text Retrieval DatasetCode0
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish LanguageCode0
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-TrainingCode0
PEN4Rec: Preference Evolution Networks for Session-based RecommendationCode0
VQA4CIR: Boosting Composed Image Retrieval with Visual Question AnsweringCode0
ROMO: Retrieval-enhanced Offline Model-based OptimizationCode0
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video RetrievalCode0
Role of Attentive History Selection in Conversational Information SeekingCode0
On Background Bias in Deep Metric LearningCode0
On the Structural Memory of LLM AgentsCode0
RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching ModelsCode0
Using the Poly-encoder for a COVID-19 Question Answering SystemCode0
The Anatomy of Mitos Web Search EngineCode0
Test-time Training for Data-efficient UCDRCode0
Zero-Shot Open-Book Question AnsweringCode0
Robust Interaction-Based Relevance Modeling for Online e-Commerce SearchCode0
ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral ReadingCode0
Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.Code0
The backpropagation-based recollection hypothesis: Backpropagated action potentials mediate recall, imagination, language understanding and namingCode0
R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain ActivityCode0
Zero-shot Learning for Audio-based Music Classification and TaggingCode0
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data GenerationCode0
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language ModelsCode0
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
On the Robustness of Generative Information Retrieval ModelsCode0
Pedestrian Alignment Network for Large-scale Person Re-identificationCode0
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNsCode0
You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LMCode0
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture UnderstandingCode0
Robust Cross-lingual Embeddings from Parallel SentencesCode0
Zero-shot Query Contextualization for Conversational SearchCode0
The CL-SciSumm Shared Task 2018: Results and Key InsightsCode0
ReZG: Retrieval-Augmented Zero-Shot Counter Narrative Generation for Hate SpeechCode0
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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