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 201–210 of 14297 papers

Title	Date	Tasks	Status	Hype
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries	May 28, 2025	Information RetrievalRetrieval	CodeCode Available	0
Yambda-5B -- A Large-Scale Multi-modal Dataset for Ranking And Retrieval	May 28, 2025	BenchmarkingRecommendation Systems	—Unverified	0
Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image Generation	May 28, 2025	Image GenerationLanguage Modeling	CodeCode Available	0
Climate Finance Bench	May 28, 2025	Logical ReasoningQuantization	CodeCode Available	0
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation	May 28, 2025	Information RetrievalRetrieval	CodeCode Available	0
RocqStar: Leveraging Similarity-driven Retrieval and Agentic Systems for Rocq generation	May 28, 2025	Automated Theorem ProvingRetrieval	—Unverified	0
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems	May 28, 2025	Large Language ModelQuestion Answering	—Unverified	0
Aligning Proteins and Language: A Foundation Model for Protein Retrieval	May 27, 2025	Contrastive LearningRetrieval	—Unverified	0
ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval	May 27, 2025	Image RetrievalRetrieval	CodeCode Available	1
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset Analysis	May 27, 2025	ChunkingInformation Retrieval	CodeCode Available	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