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 3941–3950 of 14297 papers

Title	Date	Tasks	Status
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care	Dec 31, 2024	Information RetrievalLanguage Modeling	—Unverified
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems	Dec 31, 2024	RetrievalRetrieval-augmented Generation	—Unverified
ACL-rlg: A Dataset for Reading List Generation	Dec 30, 2024	ArticlesRetrieval	—Unverified
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering	Dec 30, 2024	Image CaptioningObject Recognition	—Unverified
Unsupervised dense retrieval with conterfactual contrastive learning	Dec 30, 2024	Contrastive Learningcounterfactual	—Unverified
EdgeRAG: Online-Indexed RAG for Edge Devices	Dec 30, 2024	RAGRetrieval	—Unverified
Language-based Audio Retrieval with Co-Attention Networks	Dec 30, 2024	AudioCapsLearning Semantic Representations	—Unverified
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting	Dec 30, 2024	RAGRetrieval	—Unverified
The Text Classification Pipeline: Starting Shallow going Deeper	Dec 30, 2024	ClassificationInformation Retrieval	—Unverified
Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline	Dec 30, 2024	Cross-Modal RetrievalFace Swapping	CodeCode Available

Show:10 25 50

← PrevPage 395 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