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 3861–3870 of 14297 papers

Title	Date	Tasks	Status	Score
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection	Sep 7, 2022	Anomaly DetectionRetrieval	CodeCode Available	5
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study	Feb 10, 2023	Information RetrievalQuestion Answering	CodeCode Available	5
IR2: Information Regularization for Information Retrieval	Feb 25, 2024	Information RetrievalRetrieval	CodeCode Available	5
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages	Nov 1, 2021	Information RetrievalRetrieval	CodeCode Available	5
Is Non-IID Data a Threat in Federated Online Learning to Rank?	Apr 20, 2022	Federated LearningInformation Retrieval	CodeCode Available	5
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability	Feb 27, 2024	GPUInformation Retrieval	CodeCode Available	5
Investigating Task Arithmetic for Zero-Shot Information Retrieval	May 1, 2025	Information RetrievalRe-Ranking	CodeCode Available	5
Investigating Societal Biases in a Poetry Composition System	Nov 5, 2020	Data AugmentationRetrieval	CodeCode Available	5
Investigating the Effects of Sparse Attention on Cross-Encoders	Dec 29, 2023	Re-RankingRetrieval	CodeCode Available	5
Investigating Conversational Search Behavior For Domain Exploration	Jan 10, 2023	Conversational SearchInformation Retrieval	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