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 1541–1550 of 14297 papers

Title	Date	Tasks	Status	Hype
GPU-based Private Information Retrieval for On-Device Machine Learning Inference	Jan 26, 2023	CPUGPU	CodeCode Available	1
ExaRanker: Explanation-Augmented Neural Ranker	Jan 25, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Lexi: Self-Supervised Learning of the UI Language	Jan 23, 2023	Image RetrievalLanguage Modeling	CodeCode Available	1
MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval	Jan 19, 2023	RetrievalText Retrieval	CodeCode Available	1
Learning Customized Visual Models with Retrieval-Augmented Knowledge	Jan 17, 2023	Contrastive LearningRetrieval	CodeCode Available	1
Modeling Uncertain Feature Representation for Domain Generalization	Jan 16, 2023	Domain Generalizationimage-classification	CodeCode Available	1
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records	Jan 16, 2023	RetrievalText to SQL	CodeCode Available	1
UATVR: Uncertainty-Adaptive Text-Video Retrieval	Jan 16, 2023	RetrievalSemantic correspondence	CodeCode Available	1
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?	Jan 13, 2023	Conversational SearchPassage Retrieval	CodeCode Available	1
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering	Jan 11, 2023	Question AnsweringReading Comprehension	CodeCode Available	1

Show:10 25 50

← PrevPage 155 of 1430Next →

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