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 1901–1910 of 14297 papers

Title	Date	Tasks	Status	Hype
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning	Mar 28, 2022	Action ClassificationContrastive Learning	CodeCode Available	1
Optimal Correction Cost for Object Detection Evaluation	Mar 28, 2022	Objectobject-detection	CodeCode Available	1
StruBERT: Structure-aware BERT for Table Search and Matching	Mar 27, 2022	RetrievalTable Retrieval	CodeCode Available	1
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching	Mar 26, 2022	geo-localizationImage Retrieval	CodeCode Available	1
UKP-SQUARE: An Online Platform for Question Answering Research	Mar 25, 2022	Explainable ModelsInformation Retrieval	CodeCode Available	1
Neural Machine Translation with Phrase-Level Universal Visual Representations	Mar 19, 2022	Machine TranslationMultimodal Machine Translation	CodeCode Available	1
Clickbait Spoiling via Question Answering and Passage Retrieval	Mar 19, 2022	Passage RetrievalQuestion Answering	CodeCode Available	1
RELIC: Retrieving Evidence for Literary Claims	Mar 18, 2022	Information RetrievalRetrieval	CodeCode Available	1
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data	Mar 16, 2022	Language ModelingLanguage Modelling	CodeCode Available	1
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again	Mar 16, 2022	In-Context LearningModel Selection	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