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 3221–3230 of 14297 papers

Title	Date	Tasks	Status
Optimizing example selection for retrieval-augmented machine translation with translation memories	May 23, 2024	DecoderMachine Translation	—Unverified
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings	May 23, 2024	Open-Domain Question AnsweringQuestion Answering	—Unverified
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval	May 23, 2024	Information RetrievalQuantization	—Unverified
Look into the Future: Deep Contextualized Sequential Recommendation	May 23, 2024	Click-Through Rate PredictionRetrieval	—Unverified
Retrieval-Augmented Mining of Temporal Logic Specifications from Data	May 23, 2024	Bayesian OptimizationBinary Classification	—Unverified
RaFe: Ranking Feedback Improves Query Rewriting for RAG	May 23, 2024	RAGRetrieval	—Unverified
TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing	May 23, 2024	3DGSRetrieval	—Unverified
Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval	May 23, 2024	Cross-Modal RetrievalQuantization	—Unverified
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models	May 23, 2024	HallucinationModel Editing	—Unverified
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models	May 23, 2024	Cross-Modal RetrievalRepresentation Learning	—Unverified

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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