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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8351–8400 of 14297 papers

TitleStatusHype
Controllable Semantic Parsing via Retrieval AugmentationCode0
Multimodal Dialogue Response Generation—0
Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling—0
Video-Data Pipelines for Machine Learning ApplicationsCode0
Cascaded Fast and Slow Models for Efficient Semantic Code Search—0
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer—0
DS-TOD: Efficient Domain Specialization for Task Oriented DialogCode0
DialFact: A Benchmark for Fact-Checking in DialogueCode1
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape RepresentationCode1
Few-Shot Bot: Prompt-Based Learning for Dialogue SystemsCode1
Tagged Documents Co-Clustering—0
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations—0
Spoken ObjectNet: A Bias-Controlled Spoken Caption DatasetCode0
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation—0
Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models—0
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval—0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking—0
Coarse to Fine: Video Retrieval before Moment Localization—0
Exposing Query Identification for Search Transparency—0
Retrieval-guided Counterfactual Generation for QA—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?Code1
Improving Users' Mental Model with Attention-directed Counterfactual Edits—0
Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts—0
Color Counting for Fashion, Art, and Design—0
Exploring Dense Retrieval for Dialogue Response SelectionCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
Optimizing Ranking Systems Online as Bandits—0
ABO: Dataset and Benchmarks for Real-World 3D Object UnderstandingCode1
Efficient Neural Ranking using Forward IndexesCode1
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning—0
PanopTOP: a framework for generating viewpoint-invariant human pose estimation datasetsCode0
ViSeRet: A simple yet effective approach to moment retrieval via fine-grained video segmentation—0
Automatic Recall of Software Lessons Learned for Software Project Managers—0
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence AnnotationCode1
Digging Into Self-Supervised Learning of Feature Descriptors—0
Fast and Robust Structural Damage Analysis of Civil Infrastructure Using UAV Imagery—0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition—0
Google Landmark Retrieval 2021 Competition Third Place Solution—0
Two-stage Visual Cues Enhancement Network for Referring Image SegmentationCode0
A Feature Consistency Driven Attention Erasing Network for Fine-Grained Image Retrieval—0
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-TrainingCode0
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering—0
2nd Place Solution to Google Landmark Retrieval 2021Code1
Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysisCode0
CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning—0
Adversarial Retriever-Ranker for dense text retrieval—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-TransformersCode1
Reversible Attack based on Local Visual Adversarial Perturbation—0
Show:102550
← PrevPage 168 of 286Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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