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 3841–3850 of 14297 papers

Title	Date	Tasks	Status
Passage Segmentation of Documents for Extractive Question Answering	Jan 17, 2025	ChunkingExtractive Question-Answering	—Unverified
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs	Jan 17, 2025	Dialogue GenerationKnowledge Graphs	CodeCode Available
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval	Jan 17, 2025	Data AugmentationDomain Adaptation	—Unverified
AirRAG: Activating Intrinsic Reasoning for Retrieval Augmented Generation via Tree-based Search	Jan 17, 2025	Decision MakingRAG	—Unverified
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs	Jan 17, 2025	HallucinationKnowledge Graphs	—Unverified
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature	Jan 17, 2025	HallucinationRetrieval	—Unverified
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education	Jan 16, 2025	Information RetrievalRAG	CodeCode Available
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems	Jan 16, 2025	Question AnsweringRAG	—Unverified
Shape-Based Single Object Classification Using Ensemble Method Classifiers	Jan 16, 2025	Classificationimage-classification	—Unverified
To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation	Jan 16, 2025	Long Form Question AnsweringQuestion Answering	—Unverified

Show:10 25 50

← PrevPage 385 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