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 2251–2260 of 14297 papers

Title	Date	Tasks	Status	Hype
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation	Apr 17, 2025	RAGRetrieval	CodeCode Available	1
Cross-Batch Memory for Embedding Learning	Dec 14, 2019	GPUImage Retrieval	CodeCode Available	1
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering	May 19, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Cross-modal Retrieval for Knowledge-based Visual Question Answering	Jan 11, 2024	Cross-Modal RetrievalQuestion Answering	CodeCode Available	1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search	Jan 29, 2021	Information RetrievalRecommendation Systems	CodeCode Available	1
Retrieval augmentation of large language models for lay language generation	Nov 7, 2022	Explanation GenerationRetrieval	CodeCode Available	1
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition Model	Feb 18, 2019	Retrievaltext-to-speech	CodeCode Available	1
CenterCLIP: Token Clustering for Efficient Text-Video Retrieval	May 2, 2022	ClusteringRetrieval	CodeCode Available	1
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering	Jun 9, 2021	Answer GenerationOpen-Domain Question Answering	CodeCode Available	1
AESOP: Paraphrase Generation with Adaptive Syntactic Control	Nov 1, 2021	Data AugmentationLanguage Modeling	CodeCode Available	1

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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