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 2241–2250 of 14297 papers

Title	Date	Tasks	Status	Hype
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow	Sep 27, 2024	Medical Question AnsweringQuestion Answering	—Unverified	0
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases	Sep 27, 2024	ArticlesDecision Making	—Unverified	0
LW2G: Learning Whether to Grow for Prompt-based Continual Learning	Sep 27, 2024	Continual LearningPrompt Learning	CodeCode Available	0
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation	Sep 26, 2024	RAGRetrieval	—Unverified	0
Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval	Sep 26, 2024	Image RetrievalObject	—Unverified	0
Development and Validation of a Dynamic-Template-Constrained Large Language Model for Generating Fully-Structured Radiology Reports	Sep 26, 2024	DescriptiveLanguage Modeling	CodeCode Available	0
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning	Sep 26, 2024	Image CaptioningRetrieval	CodeCode Available	1
Evaluating Multilingual Long-Context Models for Retrieval and Reasoning	Sep 26, 2024	RetrievalSentence	CodeCode Available	0
Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs	Sep 26, 2024	Node ClassificationRetrieval	—Unverified	0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study	Sep 26, 2024	Information RetrievalKnowledge Graphs	—Unverified	0

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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