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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 6001–6050 of 14297 papers

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Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt InjectionCode4
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs—0
Teaching CLIP to Count to TenCode1
MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense RetrievalCode0
On the Generalization Ability of Retrieval-Enhanced TransformersCode0
Cross-Modal Retrieval with Partially Mismatched PairsCode1
One-Shot Labeling for Automatic Relevance EstimationCode1
Recall, Robustness, and Lexicographic EvaluationCode0
Steerable Equivariant Representation Learning—0
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation—0
Que2Engage: Embedding-based Retrieval for Relevant and Engaging Products at Facebook Marketplace—0
Learning to Retrieve Engaging Follow-Up QueriesCode0
Overview of the TREC 2021 Fair Ranking Track—0
kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models—0
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory tracesCode0
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting—0
Patent Image Retrieval Using Cross-entropy-based Metric LearningCode1
Information Retrieval in long documents: Word clustering approach for improving Semantics—0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
Ontology-aware Network for Zero-shot Sketch-based Image Retrieval—0
iQPP: A Benchmark for Image Query Performance PredictionCode0
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training—0
Interactive Video Corpus Moment Retrieval using Reinforcement Learning—0
Video-Text Retrieval by Supervised Sparse Multi-Grained LearningCode0
Form 10-K Itemization—0
BERT is not The Count: Learning to Match Mathematical Statements with ProofsCode0
M-SENSE: Modeling Narrative Structure in Short Personal Narratives Using Protagonist's Mental Representations—0
Multimodal Federated Learning via Contrastive Representation EnsembleCode1
Binary Embedding-based Retrieval at TencentCode1
Towards Unifying Medical Vision-and-Language Pre-training via Soft PromptsCode1
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning ResearchCode1
Bridge the Gap between Language models and Tabular Understanding—0
Fashion Image Retrieval with Multi-Granular Alignment—0
A Survey on Event-based News Narrative Extraction—0
Retrieval-augmented Image CaptioningCode1
Unsupervised Hashing with Similarity Distribution CalibrationCode1
Audio-Visual Contrastive Learning with Temporal Self-Supervision—0
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval—0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions—0
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents—0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques—0
PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded DialogueCode0
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal ModelingCode1
Dataset of Natural Language Queries for E-Commerce—0
Text2shape Deep Retrieval Model: Generating Initial Cases for Mechanical Part Redesign under the Context of Case-Based Reasoning—0
Starting Conversations with Search Engines -- Interfaces that Elicit Natural Language Queries—0
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image RetrievalCode0
Contour Context: Abstract Structural Distribution for 3D LiDAR Loop Detection and Metric Pose EstimationCode2
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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