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 2781–2790 of 14297 papers

Title	Date	Tasks	Status	Hype
Random Features Hopfield Networks generalize retrieval to previously unseen examples	Jul 8, 2024	Retrieval	—Unverified	0
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels	Jul 8, 2024	Contrastive LearningImage Retrieval	—Unverified	0
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition	Jul 8, 2024	Image GenerationRepresentation Learning	—Unverified	0
Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop	Jul 8, 2024	ChatbotRetrieval	—Unverified	0
Training Task Experts through Retrieval Based Distillation	Jul 7, 2024	DiversityRetrieval	—Unverified	0
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders	Jul 7, 2024	Retrieval	—Unverified	0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models	Jul 7, 2024	Answer GenerationInformation Retrieval	—Unverified	0
Large language models are good medical coders, if provided with tools	Jul 6, 2024	Language ModelingLanguage Modelling	CodeCode Available	1
Incremental Multiview Point Cloud Registration	Jul 6, 2024	3D ReconstructionPoint Cloud Registration	CodeCode Available	0
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions	Jul 6, 2024	Question AnsweringRAG	CodeCode Available	2

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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