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 1821–1830 of 14297 papers

Title	Date	Tasks	Status	Hype
Towards Tracing Factual Knowledge in Language Models Back to the Training Data	May 23, 2022	Information RetrievalRetrieval	CodeCode Available	1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval	May 23, 2022	Ad-Hoc Information RetrievalCPU	CodeCode Available	1
SiSPRNet: End-to-End Learning for Single-Shot Phase Retrieval	May 23, 2022	Image ReconstructionRetrieval	CodeCode Available	1
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners	May 22, 2022	AttributeAutomatic Speech Recognition	CodeCode Available	1
Geo-Localization via Ground-to-Satellite Cross-View Image Retrieval	May 22, 2022	geo-localizationImage Retrieval	CodeCode Available	1
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training	May 21, 2022	Keyphrase GenerationPassage Retrieval	CodeCode Available	1
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking	May 21, 2022	Passage RankingPassage Re-Ranking	CodeCode Available	1
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks	May 20, 2022	ClusteringGraph Attention	CodeCode Available	1
Visually-Augmented Language Modeling	May 20, 2022	Image RetrievalLanguage Modeling	CodeCode Available	1
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition	May 20, 2022	Activity RecognitionContrastive Learning	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