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 2701–2710 of 14297 papers

Title	Date	Tasks	Status	Hype
Multi-event Video-Text Retrieval	Aug 22, 2023	Language ModellingRetrieval	CodeCode Available	1
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing	Dec 25, 2020	QuantizationRetrieval	CodeCode Available	1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration	Jun 6, 2025	Computational EfficiencyLanguage Modeling	CodeCode Available	1
Data-Efficient Multimodal Fusion on a Single GPU	Dec 15, 2023	GPUImage Retrieval	CodeCode Available	1
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models	Oct 13, 2020	Retrieval	CodeCode Available	1
Compressing LLMs: The Truth is Rarely Pure and Never Simple	Oct 2, 2023	QuantizationRetrieval	CodeCode Available	1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection	Nov 28, 2023	Contrastive LearningHighlight Detection	CodeCode Available	1
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking	Dec 1, 2019	Content-Based Image RetrievalRetrieval	CodeCode Available	1
Multi-Modal Answer Validation for Knowledge-Based VQA	Mar 23, 2021	Question AnsweringRetrieval	CodeCode Available	1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation	May 26, 2023	Domain AdaptationMachine Translation	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