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 1171–1180 of 14297 papers

Title	Date	Tasks	Status	Hype
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism	Oct 25, 2023	Information RetrievalRetrieval	CodeCode Available	1
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling	Oct 25, 2023	Computational EfficiencyDisentanglement	CodeCode Available	1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature	Oct 24, 2023	Abstractive Text SummarizationInformation Retrieval	CodeCode Available	1
MUSER: A Multi-View Similar Case Retrieval Dataset	Oct 24, 2023	FairnessRetrieval	CodeCode Available	1
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models	Oct 23, 2023	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
Diversify Question Generation with Retrieval-Augmented Style Transfer	Oct 23, 2023	DiversityQuestion Answering	CodeCode Available	1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational Bioimaging	Oct 23, 2023	ChatbotInformation Retrieval	CodeCode Available	1
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval	Oct 22, 2023	named-entity-recognitionNamed Entity Recognition	CodeCode Available	1
Merging Generated and Retrieved Knowledge for Open-Domain QA	Oct 22, 2023	DecoderOpen-Domain Question Answering	CodeCode Available	1
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin	Oct 21, 2023	Language ModellingRetrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 118 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