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 6651–6700 of 14297 papers

TitleStatusHype
Selective Query-guided Debiasing for Video Corpus Moment RetrievalCode1
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial DocumentsCode1
SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation—0
Scaling up Trustless DNN Inference with Zero-Knowledge ProofsCode1
Bridging the Gap between Local Semantic Concepts and Bag of Visual Words for Natural Scene Image Retrieval—0
Vision-Language Pre-training: Basics, Recent Advances, and Future TrendsCode3
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference—0
Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval—0
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains—0
A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation ModelsCode3
Non-Contrastive Learning Meets Language-Image Pre-TrainingCode0
Provable Phase Retrieval with Mirror Descent—0
Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications—0
Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveCode1
Attention-Based Audio Embeddings for Query-by-ExampleCode0
COFAR: Commonsense and Factual Reasoning in Image SearchCode0
Learning Self-Regularized Adversarial Views for Self-Supervised Vision TransformersCode0
Efficient Cross-Modal Video Retrieval with Meta-Optimized FramesCode0
Active Learning from the WebCode1
Revisiting the Roles of "Text" in Text Games—0
Code Recommendation for Open Source Software DevelopersCode1
Semantic Video Moments Retrieval at Scale: A New Task and a Baseline—0
TweetNERD -- End to End Entity Linking Benchmark for TweetsCode0
Robust Candidate Generation for Entity Linking on Short Social Media Texts—0
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations—0
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
On the Relationship Between Variational Inference and Auto-Associative MemoryCode0
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
Query Rewriting for Effective Misinformation Discovery—0
MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation—0
A Conversationalist Approach to Information Quality in Information Interaction and Retrieval—0
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations—0
Query Expansion Using Contextual Clue Sampling with Language Models—0
Darwinian Model Upgrades: Model Evolving with Selective Compatibility—0
From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent—0
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems—0
RaP: Redundancy-aware Video-language Pre-training for Text-Video RetrievalCode0
Towards End-to-End Open Conversational Machine ReadingCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension—0
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined TopicsCode1
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive LearningCode2
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social MediaCode0
Near Real-time CO_2 Emissions Based on Carbon Satellite and Artificial Intelligence—0
Decoupled Context Processing for Context Augmented Language Modeling—0
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question AnsweringCode1
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions—0
Cross-modal Search Method of Technology Video based on Adversarial Learning and Feature Fusion—0
On the Interpolation of Contextualized Term-based Ranking with BM25 for Query-by-Example RetrievalCode0
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient KoreaCode1
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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