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 1461–1470 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
M3-Jepa: Multimodal Alignment via Multi-directional MoE based on the JEPA framework	Sep 9, 2024	Computational EfficiencyCross-Modal Retrieval	CodeCode Available	1	5
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning	Nov 25, 2024	HallucinationQuestion Answering	CodeCode Available	1	5
Adaptive Confidence Multi-View Hashing for Multimedia Retrieval	Dec 12, 2023	Retrieval	CodeCode Available	1	5
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping	Oct 11, 2023	In-Context LearningObject	CodeCode Available	1	5
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing	Apr 1, 2020	Knowledge DistillationRetrieval	CodeCode Available	1	5
CREPE: A Convolutional Representation for Pitch Estimation	Feb 17, 2018	Information RetrievalMusic Information Retrieval	CodeCode Available	1	5
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots	Apr 30, 2020	Retrieval	CodeCode Available	1	5
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training	Mar 2, 2022	3D Place RecognitionImage Retrieval	CodeCode Available	1	5
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala	Nov 23, 2016	Information RetrievalMachine Translation	CodeCode Available	1	5
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model	Dec 18, 2022	Language ModelingLanguage Modelling	CodeCode Available	1	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