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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1411–1420 of 14297 papers

Title	Date	Tasks	Status	Hype
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models	Jan 3, 2025	In-Context LearningMachine Translation	—Unverified	0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation	Jan 3, 2025	ArticlesRetrieval	—Unverified	0
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels	Jan 3, 2025	Computational EfficiencyCross-Modal Retrieval	CodeCode Available	1
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings	Jan 3, 2025	Content-Based Image RetrievalImage Retrieval	—Unverified	0
Rephotography in the Digital Era: Mass Rephotography and re.photos, the Web Portal for Rephotography	Jan 2, 2025	Image RegistrationRetrieval	—Unverified	0
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning	Jan 2, 2025	ImputationRetrieval	CodeCode Available	2
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning	Jan 2, 2025	FairnessFew-Shot Learning	—Unverified	0
Domain-invariant feature learning in brain MR imaging for content-based image retrieval	Jan 2, 2025	Content-Based Image RetrievalDomain Adaptation	—Unverified	0
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation	Jan 1, 2025	image-classificationImage Classification	—Unverified	0
Docopilot: Improving Multimodal Models for Document-Level Understanding	Jan 1, 2025	document understandingRAG	CodeCode Available	1

Show:10 25 50

← PrevPage 142 of 1430Next →

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