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 1661–1670 of 14297 papers

Title	Date	Tasks	Status	Hype
RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse	Dec 5, 2024	DiversityMotion Generation	—Unverified	0
Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation	Dec 5, 2024	Retrieval	—Unverified	0
Deep-Unrolling Multidimensional Harmonic Retrieval Algorithms on Neuromorphic Hardware	Dec 5, 2024	multidimensional harmonic retrievalRetrieval	—Unverified	0
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance	Dec 5, 2024	Contrastive Learningcross-modal alignment	—Unverified	0
Domain-specific Question Answering with Hybrid Search	Dec 4, 2024	Question AnsweringRetrieval	—Unverified	0
Beyond Questions: Leveraging ColBERT for Keyphrase Search	Dec 4, 2024	Document RankingRetrieval	CodeCode Available	0
Composed Image Retrieval for Training-Free Domain Conversion	Dec 4, 2024	Image RetrievalLanguage Modeling	CodeCode Available	1
Linq-Embed-Mistral Technical Report	Dec 4, 2024	RetrievalText Retrieval	—Unverified	0
CLAS: A Machine Learning Enhanced Framework for Exploring Large 3D Design Datasets	Dec 4, 2024	Retrieval	—Unverified	0
FLAIR: VLM with Fine-grained Language-informed Image Representations	Dec 4, 2024	Language ModelingLanguage Modelling	CodeCode Available	2

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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