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 15511600 of 14297 papers

TitleStatusHype
Cross-Modal Retrieval with Partially Mismatched PairsCode1
AugmentedCode: Examining the Effects of Natural Language Resources in Code Retrieval ModelsCode1
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense RetrievalCode1
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024)Code1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Incorporating External Knowledge through Pre-training for Natural Language to Code GenerationCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Inductive Entity Representations from Text via Link PredictionCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
InfoOT: Information Maximizing Optimal TransportCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
InsCLR: Improving Instance Retrieval with Self-SupervisionCode1
Insights into LLM Long-Context Failures: When Transformers Know but Don't TellCode1
Adaptive Re-Ranking with a Corpus GraphCode1
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrievalCode1
AugNet: End-to-End Unsupervised Visual Representation Learning with Image AugmentationCode1
A Reproducible Extraction of Training Images from Diffusion ModelsCode1
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQACode1
A Unified Framework for Learned Sparse RetrievalCode1
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement LearningCode1
BERT for Evidence Retrieval and Claim VerificationCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language ModelsCode1
Interpret and Control Dense Retrieval with Sparse Latent FeaturesCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
IterCQR: Iterative Conversational Query Reformulation with Retrieval GuidanceCode1
Cross-Batch Memory for Embedding LearningCode1
JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed MetadataCode1
Auto-Encoding Twin-Bottleneck HashingCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation SystemsCode1
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding IndexCode1
AutoKG: Efficient Automated Knowledge Graph Generation for Language ModelsCode1
RetGen: A Joint framework for Retrieval and Grounded Text Generation ModelingCode1
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
Benchmarking Robustness of Multimodal Image-Text Models under Distribution ShiftCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
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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