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 4211–4220 of 14297 papers

Title	Date	Tasks	Status	Hype
ESGReveal: An LLM-based approach for extracting structured data from ESG reports	Dec 25, 2023	Information RetrievalRAG	—Unverified	0
Privacy-Preserved Neural Graph Databases	Dec 25, 2023	Privacy PreservingRAG	CodeCode Available	0
Making Large Language Models A Better Foundation For Dense Retrieval	Dec 24, 2023	RetrievalSentence	—Unverified	0
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-Localisation	Dec 23, 2023	Camera LocalizationCross-View Geo-Localisation	CodeCode Available	1
Empowering Working Memory for Large Language Model Agents	Dec 22, 2023	Language ModelingLanguage Modelling	—Unverified	0
Personalized Large Language Model Assistant with Evolving Conditional Memory	Dec 22, 2023	Language ModelingLanguage Modelling	—Unverified	0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms	Dec 22, 2023	Information RetrievalRetrieval	CodeCode Available	0
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions	Dec 22, 2023	Human DetectionPerson Retrieval	—Unverified	0
Automatic Data Retrieval for Cross Lingual Summarization	Dec 22, 2023	ArticlesRetrieval	CodeCode Available	0
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases	Dec 22, 2023	RetrievalSemantic Parsing	—Unverified	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