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 591–600 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Knowledge Graph-Guided Retrieval Augmented Generation	Feb 8, 2025	DiversityHallucination	CodeCode Available	2	5
Knowledge Graph Prompting for Multi-Document Question Answering	Aug 22, 2023	graph constructionOpen-Domain Question Answering	CodeCode Available	2	5
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services	Sep 20, 2023	Language ModellingLarge Language Model	CodeCode Available	2	5
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation	May 12, 2025	Language ModelingLanguage Modelling	CodeCode Available	2	5
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search	Mar 26, 2025	Decision MakingRAG	CodeCode Available	2	5
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review	Apr 20, 2023	Autonomous DrivingAutonomous Vehicles	CodeCode Available	2	5
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs	Oct 5, 2023	Cross-Modal RetrievalDomain Generalization	CodeCode Available	1	5
Deep metric learning using Triplet network	Dec 20, 2014	General ClassificationInformation Retrieval	CodeCode Available	1	5
Deep Evidential Learning with Noisy Correspondence for Cross-Modal Retrieval	Oct 10, 2022	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1	5
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational Bioimaging	Oct 23, 2023	ChatbotInformation Retrieval	CodeCode Available	1	5

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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