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 901–950 of 14297 papers

TitleStatusHype
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
An Empirical Study of Multimodal Model MergingCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
EntQA: Entity Linking as Question AnsweringCode1
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense RetrievalCode1
An Empirical Study of Vehicle Re-Identification on the AI City ChallengeCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical StudyCode1
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Deep metric learning using Triplet networkCode1
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
Everything at Once - Multi-Modal Fusion Transformer for Video RetrievalCode1
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data AugmentationCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Exploring Dense Retrieval for Dialogue Response SelectionCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
A Neural Corpus Indexer for Document RetrievalCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion TasksCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
FashionViL: Fashion-Focused Vision-and-Language Representation LearningCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
Fast and Incremental Loop Closure Detection Using Proximity GraphsCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Adaptive Nearest Neighbor Machine TranslationCode1
Fast Online Hashing with Multi-Label ProjectionCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Unsupervised Sketch-to-Photo SynthesisCode1
Feature Representation Learning for Unsupervised Cross-domain Image RetrievalCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
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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