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 3321–3330 of 14297 papers

Title	Date	Tasks	Status	Score
LaSO: Label-Set Operations networks for multi-label few-shot learning	Feb 26, 2019	Data AugmentationFew-Shot Learning	CodeCode Available	5
Augmenting Scientific Creativity with Retrieval across Knowledge Domains	Jun 2, 2022	Retrieval	CodeCode Available	5
Cross-Lingual Phrase Retrieval	Apr 19, 2022	RetrievalSentence	CodeCode Available	5
Large Vision-Language Models for Knowledge-Grounded Data Annotation of Memes	Jan 23, 2025	Emotion ClassificationImage Captioning	CodeCode Available	5
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce	May 17, 2020	AttributeCross-Lingual Information Retrieval	CodeCode Available	5
LaSER: Language-Specific Event Recommendation	Feb 24, 2023	Information RetrievalLearning-To-Rank	CodeCode Available	5
Exploiting Local Indexing and Deep Feature Confidence Scores for Fast Image-to-Video Search	Aug 3, 2018	Retrieval	CodeCode Available	5
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs	Jun 20, 2024	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	5
Large-Scale Location Recognition and the Geometric Burstiness Problem	Jun 1, 2016	Image RetrievalRe-Ranking	CodeCode Available	5
Cross-lingual Information Retrieval with BERT	Apr 24, 2020	Cross-Lingual Information RetrievalDocument Ranking	CodeCode Available	5

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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