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 1021–1030 of 14297 papers

Title	Date	Tasks	Status	Hype
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval	Mar 8, 2024	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1
Federated Recommendation via Hybrid Retrieval Augmented Generation	Mar 7, 2024	HallucinationPrivacy Preserving	CodeCode Available	1
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy	Mar 7, 2024	Retrieval	CodeCode Available	1
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks	Mar 6, 2024	RAGRetrieval	CodeCode Available	1
Open Assistant Toolkit -- version 2	Mar 1, 2024	Code GenerationResponse Generation	CodeCode Available	1
Dual Operating Modes of In-Context Learning	Feb 29, 2024	In-Context LearningRetrieval	CodeCode Available	1
Corpus-Steered Query Expansion with Large Language Models	Feb 28, 2024	Information RetrievalRetrieval	CodeCode Available	1
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding	Feb 28, 2024	document understandingInformation Retrieval	CodeCode Available	1
Grounding Language Models for Visual Entity Recognition	Feb 28, 2024	Language ModelingLanguage Modelling	CodeCode Available	1
RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval	Feb 28, 2024	RAGRetrieval	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