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

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Showing 4801–4810 of 14297 papers

Title	Date	Tasks	Status	Score
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval	Jan 11, 2023	Graph Neural NetworkImage Retrieval	CodeCode Available	5
Learning a Deep Listwise Context Model for Ranking Refinement	Apr 16, 2018	Information RetrievalLearning-To-Rank	CodeCode Available	5
Hash Function Learning via Codewords	Aug 13, 2015	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning	Aug 22, 2024	Decision MakingHallucination	CodeCode Available	5
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog	Feb 9, 2021	RetrievalRetrieval-augmented Generation	CodeCode Available	5
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach	May 22, 2023	PredictionRecommendation Systems	CodeCode Available	5
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration	Jan 24, 2025	Drug DiscoveryRAG	CodeCode Available	5
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases	Apr 7, 2025	Knowledge GraphsRAG	CodeCode Available	5
Gray Level Co-Occurrence Matrices: Generalisation and Some New Features	May 22, 2012	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks	Jan 7, 2024	Information RetrievalRetrieval	CodeCode Available	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