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 851–860 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling	Oct 25, 2023	Computational EfficiencyDisentanglement	CodeCode Available	1	5
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models	Oct 15, 2023	CPUGPU	CodeCode Available	1	5
End-to-end Knowledge Retrieval with Multi-modal Queries	Jun 1, 2023	BenchmarkingCross-Modal Retrieval	CodeCode Available	1	5
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs	Sep 15, 2021	Flowchart Grounded Dialog Response GenerationRetrieval	CodeCode Available	1	5
BookWorm: A Dataset for Character Description and Analysis	Oct 14, 2024	Retrieval	CodeCode Available	1	5
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP Documents	Jan 20, 2025	ChunkingRAG	CodeCode Available	1	5
An Approach to Ensure Fairness in News Articles	Jul 8, 2022	ArticlesFairness	CodeCode Available	1	5
End-to-End Query Term Weighting	Aug 6, 2023	Passage RetrievalRetrieval	CodeCode Available	1	5
The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems	May 16, 2025	Recommendation SystemsRetrieval	CodeCode Available	1	5
Boosting Co-teaching with Compression Regularization for Label Noise	Apr 28, 2021	Data Compressionimage-classification	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