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 3741–3750 of 14297 papers

Title	Date	Tasks	Status	Score
KATE: K-Competitive Autoencoder for Text	May 4, 2017	Document ClassificationRetrieval	CodeCode Available	5
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph	May 15, 2025	Knowledge GraphsRAG	CodeCode Available	5
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoring	Aug 7, 2023	Keyword Spottingobject-detection	CodeCode Available	5
Controllable Semantic Parsing via Retrieval Augmentation	Oct 16, 2021	RetrievalSemantic Parsing	CodeCode Available	5
Controllable Gradient Item Retrieval	May 31, 2021	AttributeDisentanglement	CodeCode Available	5
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization	Dec 17, 2024	Retrieval	CodeCode Available	5
Detect-to-Retrieve: Efficient Regional Aggregation for Image Search	Dec 4, 2018	Image RetrievalRetrieval	CodeCode Available	5
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation	Feb 18, 2025	Entity RetrievalForm	CodeCode Available	5
Judgement Citation Retrieval using Contextual Similarity	May 28, 2024	Retrieval	CodeCode Available	5
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims	Jan 16, 2024	ArticlesFact Checking	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