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 3121–3130 of 14297 papers

Title	Date	Tasks	Status	Score
Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin Softmax	Dec 11, 2018	Image RetrievalRetrieval	CodeCode Available	5
Accommodating Audio Modality in CLIP for Multimodal Processing	Mar 12, 2023	AudioCapsContrastive Learning	CodeCode Available	5
Analyzing Research Trends in Inorganic Materials Literature Using NLP	Jun 27, 2021	named-entity-recognitionNamed Entity Recognition	CodeCode Available	5
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features	Jul 3, 2024	Image RetrievalRetrieval	CodeCode Available	5
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs	Dec 6, 2023	Contrastive LearningRetrieval	CodeCode Available	5
Adding simple structure at inference improves Vision-Language Compositionality	Jun 11, 2025	AttributeImage-text Retrieval	CodeCode Available	5
Learning Dynamic Author Representations with Temporal Language Models	Sep 11, 2019	Information RetrievalLanguage Modeling	CodeCode Available	5
Learning Dual Retrieval Module for Semi-supervised Relation Extraction	Feb 20, 2019	MULTI-VIEW LEARNINGRelation	CodeCode Available	5
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering	Jun 11, 2025	Graph Question AnsweringKnowledge Graphs	CodeCode Available	5
AutoML-guided Fusion of Entity and LLM-based Representations for Document Classification	Aug 19, 2024	AutoMLClassification	CodeCode Available	5

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified