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 9701–9750 of 14297 papers

TitleStatusHype
Improving Calibration in Deep Metric Learning With Cross-Example Softmax—0
Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-order Convergence—0
Retrieving and ranking short medical questions with two stages neural matching model—0
Robust Deep Learning with Active Noise Cancellation for Spatial Computing—0
Gram Regularization for Multi-view 3D Shape Retrieval—0
Deep multi-modal networks for book genre classification based on its cover—0
Interpretable Natural Language Segmentation Based on Link GrammarCode0
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track—0
Analyzing 'Near Me' Services: Potential for Exposure Bias in Location-based Retrieval—0
ActBERT: Learning Global-Local Video-Text RepresentationsCode0
Migration-Related Semantic Concepts for the Retrieval of Relevant Video Content—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Linear Phase Retrieval for Near-Field Measurements with Locally Known Phase Relations—0
Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval—0
Biomedical Named Entity Recognition at ScaleCode0
Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era—0
Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers—0
Adversarial Semantic CollisionsCode1
Knowledge Distillation for Singing Voice DetectionCode0
Learning the Best Pooling Strategy for Visual Semantic EmbeddingCode1
Personalized Query Rewriting in Conversational AI Agents—0
X-ray phase-contrast imaging: a broad overview of some fundamentals—0
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesCode1
Point Transformer for Shape Classification and Retrieval of 3D and ALS Roof PointClouds—0
Text-to-Image Generation Grounded by Fine-Grained User AttentionCode1
Occlusion-Aware Search for Object Retrieval in Clutter—0
Efficient image retrieval using multi neural hash codes and bloom filters—0
Deep Cross-modal Hashing via Margin-dynamic-softmax Loss—0
(Quasi-)Real-Time Inversion of Airborne Time-Domain Electromagnetic Data via Artificial Neural Network—0
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification—0
Investigating Societal Biases in a Poetry Composition SystemCode0
Entity Linking in 100 LanguagesCode1
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources—0
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
Graph Based Temporal Aggregation for Video RetrievalCode0
Extended Missing Data Imputation via GANs for Ranking Applications—0
Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework—0
Diversity Aware Relevance Learning for Argument SearchCode0
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
University of Washington at TREC 2020 Fairness Ranking Track—0
Role Taxonomy of Units in Deep Neural Networks—0
Cross-Lingual Document Retrieval with Smooth LearningCode0
Information retrieval for animal disease surveillance: a pattern-based approach.—0
Towards Grounding of Formulae—0
A Little Bit Is Worse Than None: Ranking with Limited Training DataCode0
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition—0
Detecting Trending Terms in Cybersecurity Forum Discussions—0
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues—0
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue GenerationCode0
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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