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

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Showing 3201–3210 of 14297 papers

Title	Date	Tasks	Status
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling	Jun 25, 2024	Cross-Modal RetrievalNatural Language Queries	—Unverified
D-Graph: AI-Assisted Design Concept Exploration Graph	Jan 11, 2022	RetrievalWord Embeddings	—Unverified
BeatDance: A Beat-Based Model-Agnostic Contrastive Learning Framework for Music-Dance Retrieval	Oct 16, 2023	Contrastive LearningRetrieval	—Unverified
Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval	Jun 9, 2024	Image-text RetrievalPerson Retrieval	—Unverified
An Efficient Content-based Time Series Retrieval System	Oct 5, 2023	Information RetrievalRetrieval	—Unverified
Allies: Prompting Large Language Model with Beam Search	May 24, 2023	Language ModelingLanguage Modelling	—Unverified
Accurate Localization in Dense Urban Area Using Google Street View Image	Dec 29, 2014	Image RetrievalPosition	—Unverified
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering	Jun 28, 2024	Multi-hop Question AnsweringQuestion Answering	—Unverified
BdLAN:BERTdoc Label Attention Networks for Multi-label text classification	May 16, 2021	ClassificationInformation Retrieval	—Unverified
An Efficient Approach for Super and Nested Term Indexing and Retrieval	May 23, 2019	Retrieval	—Unverified

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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