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 1831–1840 of 14297 papers

Title	Date	Tasks	Status	Hype
Table Retrieval May Not Necessitate Table-specific Model Design	May 19, 2022	Hard AttentionNatural Questions	CodeCode Available	1
Dialog Inpainting: Turning Documents into Dialogs	May 18, 2022	Conversational Question AnsweringQuestion Answering	CodeCode Available	1
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner	May 18, 2022	DecoderQuestion Answering	CodeCode Available	1
A CLIP-Hitchhiker's Guide to Long Video Retrieval	May 17, 2022	RetrievalVideo Retrieval	CodeCode Available	1
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction	May 16, 2022	Information RetrievalKnowledge Graph Embeddings	CodeCode Available	1
ScAN: Suicide Attempt and Ideation Events Dataset	May 12, 2022	Retrieval	CodeCode Available	1
Contrastive Supervised Distillation for Continual Representation Learning	May 11, 2022	Representation LearningRetrieval	CodeCode Available	1
Identical Image Retrieval using Deep Learning	May 10, 2022	Deep LearningImage Retrieval	CodeCode Available	1
UL2: Unifying Language Learning Paradigms	May 10, 2022	Arithmetic ReasoningCommon Sense Reasoning	CodeCode Available	1
Introspective Deep Metric Learning for Image Retrieval	May 9, 2022	Image ClassificationImage Retrieval	CodeCode Available	1

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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