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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 5601–5650 of 14297 papers

TitleStatusHype
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal—0
MIReAD: Simple Method for Learning High-quality Representations from Scientific DocumentsCode0
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Unified Demonstration Retriever for In-Context LearningCode1
SRTK: A Toolkit for Semantic-relevant Subgraph RetrievalCode1
Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer—0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval—0
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition—0
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting—0
Expository Text Generation: Imitate, Retrieve, ParaphraseCode0
NewsQuote: A Dataset Built on Quote Extraction and Attribution for Expert Recommendation in Fact-CheckingCode0
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models—0
A Large Cross-Modal Video Retrieval Dataset with Reading ComprehensionCode1
WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval—0
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image RetrievalCode0
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language ModelsCode2
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view—0
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR DecompositionCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data—0
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryCode1
Understanding Differential Search Index for Text RetrievalCode1
Learning-based Relational Object Matching Across Views—0
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human ExpertsCode1
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Quantifying the Dissimilarity of TextsCode0
GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsCode1
A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex TextCode0
Zero-Shot Listwise Document Reranking with a Large Language Model—0
Optimizing Guided Traversal for Fast Learned Sparse RetrievalCode0
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge—0
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion SynthesisCode2
Huatuo-26M, a Large-scale Chinese Medical QA DatasetCode2
Multimodal Neural DatabasesCode1
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data GenerationCode0
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval—0
CHIC: Corporate Document for Visual question Answering—0
Transfer of knowledge among instruments in automatic music transcription—0
Second-order Anisotropic Gaussian Directional Derivative Filters for Blob Detection—0
Synthetic Cross-language Information Retrieval Training Data—0
Maximum Likelihood based Phase-Retrieval using Fresnel Propagation Forward Models with Optional ConstraintsCode1
ViewFormer: View Set Attention for Multi-view 3D Shape Understanding—0
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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