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 3681–3690 of 14297 papers

Title	Date	Tasks	Status	Hype
What is Wrong with End-to-End Learning for Phase Retrieval?	Mar 18, 2024	Retrieval	—Unverified	0
Loops On Retrieval Augmented Generation (LoRAG)	Mar 18, 2024	RetrievalRetrieval-augmented Generation	—Unverified	0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models	Mar 18, 2024	Response GenerationRetrieval	CodeCode Available	0
Embedded Named Entity Recognition using Probing Classifiers	Mar 18, 2024	DecoderFact Checking	CodeCode Available	0
Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models	Mar 18, 2024	4kPosition	CodeCode Available	2
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems	Mar 18, 2024	RAGRetrieval	—Unverified	0
HDLdebugger: Streamlining HDL debugging with Large Language Models	Mar 18, 2024	RetrievalRetrieval-augmented Generation	—Unverified	0
Bayesian multi-exposure image fusion for robust high dynamic range ptychography	Mar 17, 2024	Multi-Exposure Image FusionRetrieval	CodeCode Available	0
ConvSDG: Session Data Generation for Conversational Search	Mar 17, 2024	Conversational SearchRetrieval	CodeCode Available	0
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization	Mar 17, 2024	Data VisualizationRetrieval	CodeCode Available	0

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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