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 2821–2830 of 14297 papers

Title	Date	Tasks	Status	Hype
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval	Jul 2, 2024	Pose EstimationRetrieval	—Unverified	0
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs	Jul 2, 2024	Answer GenerationQuestion Answering	—Unverified	0
Exploring Advanced Large Language Models with LLMsuite	Jul 1, 2024	RAGRetrieval	—Unverified	0
PQCache: Product Quantization-based KVCache for Long Context LLM Inference	Jul 1, 2024	GPUQuantization	—Unverified	0
Deterministic fast and stable phase retrieval in multiple dimensions	Jul 1, 2024	Retrieval	—Unverified	0
Preserving Multilingual Quality While Tuning Query Encoder on English Only	Jul 1, 2024	Information RetrievalPassage Retrieval	—Unverified	0
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation	Jul 1, 2024	BenchmarkingRAG	CodeCode Available	3
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation	Jul 1, 2024	Language ModelingLanguage Modelling	CodeCode Available	0
Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese	Jul 1, 2024	RAGRetrieval	—Unverified	0
Deep Domain Specialisation for single-model multi-domain learning to rank	Jul 1, 2024	Domain AdaptationInformation Retrieval	—Unverified	0

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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