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 1811–1820 of 14297 papers

Title	Date	Tasks	Status	Hype
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems	May 27, 2022	Re-RankingRetrieval	CodeCode Available	1
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures	May 26, 2022	Retrieval	CodeCode Available	1
Cross-Architecture Self-supervised Video Representation Learning	May 26, 2022	Action RecognitionContrastive Learning	CodeCode Available	1
Optimizing Test-Time Query Representations for Dense Retrieval	May 25, 2022	Contrastive LearningInformation Retrieval	CodeCode Available	1
You Need to Read Again: Multi-granularity Perception Network for Moment Retrieval in Videos	May 25, 2022	Moment RetrievalReading Comprehension	CodeCode Available	1
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models	May 25, 2022	ArticlesClaim Verification	CodeCode Available	1
Few-shot Reranking for Multi-hop QA via Language Model Prompting	May 25, 2022	Language ModelingOpen-Domain Question Answering	CodeCode Available	1
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing	May 25, 2022	Entity LinkingNovel Concepts	CodeCode Available	1
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks	May 24, 2022	Adversarial AttackGraph Neural Network	CodeCode Available	1
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections	May 24, 2022	Computational Efficiencycross-modal alignment	CodeCode Available	1

Show:10 25 50

← PrevPage 182 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