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 4501–4550 of 14297 papers

TitleStatusHype
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification ProblemsCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsCode0
Hybrid Losses for Hierarchical Embedding LearningCode0
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrievalCode0
3D-PRNN: Generating Shape Primitives with Recurrent Neural NetworksCode0
Enhancing Commentary Strategies for Imperfect Information Card Games: A Study of Large Language Models in Guandan CommentaryCode0
Human Motion Analysis with Deep Metric LearningCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
Human Preferences as Dueling BanditsCode0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
Enhancing Audio-Language Models through Self-Supervised Post-Training with Text-Audio PairsCode0
Hubless Nearest Neighbor Search for Bilingual Lexicon InductionCode0
HUSE: Hierarchical Universal Semantic EmbeddingsCode0
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance RankingCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
How should we evaluate supervised hashing?Code0
How “Loco” Is the LOCO Corpus? Annotating the Language of Conspiracy TheoriesCode0
Inter-intra Variant Dual Representations forSelf-supervised Video RecognitionCode0
How Language-Neutral is Multilingual BERT?Code0
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and ExplainabilityCode0
Hybrid and Collaborative Passage RerankingCode0
How Different are Pre-trained Transformers for Text Ranking?Code0
Central Similarity Quantization for Efficient Image and Video RetrievalCode0
How convolutional neural network see the world - A survey of convolutional neural network visualization methodsCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory RetrievalCode0
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image RetrievalCode0
HoloFace: Augmenting Human-to-Human Interactions on HoloLensCode0
How Train-Test Leakage Affects Zero-shot RetrievalCode0
Patch-Based Holographic Image SensingCode0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual AssistanceCode0
Holographic single particle imaging for weakly scattering, heterogeneous nanoscale objectsCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor DatabasesCode0
Human-in-the-loop Machine Translation with Large Language ModelCode0
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with DemonstrationsCode0
Hierarchical Similarity Learning for Language-based Product Image RetrievalCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
A General-Purpose Multilingual Document EncoderCode0
Hierarchical Relational Networks for Group Activity Recognition and RetrievalCode0
End-to-End Open Vocabulary Keyword SearchCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language ModelsCode0
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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