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 94019450 of 14297 papers

TitleStatusHype
No-Regret Caching via Online Mirror Descent0
Subgraph nomination: Query by Example Subgraph Retrieval in Networks0
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
Deep Triplet Hashing Network for Case-based Medical Image RetrievalCode1
A Graph-based Relevance Matching Model for Ad-hoc RetrievalCode0
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents0
BERTaú: Itaú BERT for digital customer service0
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track CharacteristicsCode0
Deep Learning for Instance Retrieval: A Survey0
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations0
Novel Recording Studio Features for Music Information Retrieval0
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization0
A Two-stage Framework for Compound Figure Separation0
Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task0
A Review of Speaker Diarization: Recent Advances with Deep Learning0
Medical Information Retrieval and Interpretation: A Question-Answer based Interaction Model0
Advances and Challenges in Conversational Recommender Systems: A Survey0
Impact of Response Latency on User Behaviour in Mobile Web Search0
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug ReportsCode0
Geometric Moment Invariants to Motion Blur0
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning MethodCode1
Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval0
Item Recommendation from Implicit Feedback0
Content Selection Network for Document-grounded Retrieval-based ChatbotsCode0
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual RetrievalCode0
Rethink Training of BERT Rerankers in Multi-Stage Retrieval PipelineCode1
Unsupervised Content based Image Retrieval at Different Precision Level by Combining Multiple Features0
TCLR: Temporal Contrastive Learning for Video RepresentationCode1
Open-Domain Conversational Search Assistant with TransformersCode0
PGT: Pseudo Relevance Feedback Using a Graph-Based TransformerCode0
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
A Robust Blockchain Readiness Index Model0
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series0
Joint Learning of 3D Shape Retrieval and DeformationCode1
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalCode0
Mitigating the Position Bias of Transformer Models in Passage Re-RankingCode1
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification0
What Makes Good In-Context Examples for GPT-3?Code4
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks0
Controlling the Risk of Conversational Search via Reinforcement LearningCode1
Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response GenerationCode0
Recent Advances in Video Question Answering: A Review of Datasets and Methods0
Joint Dimensionality Reduction for Separable Embedding Estimation0
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence ModelsCode1
Probabilistic Embeddings for Cross-Modal RetrievalCode1
C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era0
Adversarial-Metric Learning for Audio-Visual Cross-Modal MatchingCode0
Locality Sensitive Hashing for Efficient Similar Polygon Retrieval0
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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