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 121–130 of 14297 papers

Title	Date	Tasks	Status	Hype
Multimodal Representation Alignment for Cross-modal Information Retrieval	Jun 10, 2025	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
On Finetuning Tabular Foundation Models	Jun 10, 2025	In-Context LearningRetrieval	CodeCode Available	1
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning	Jun 9, 2025	ChunkingQuestion Generation	—Unverified	0
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding	Jun 9, 2025	RAGRetrieval	—Unverified	0
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design	Jun 9, 2025	Code GenerationRAG	CodeCode Available	1
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking	Jun 9, 2025	RAGRecommendation Systems	CodeCode Available	0
LEANN: A Low-Storage Vector Index	Jun 9, 2025	Question AnsweringRAG	—Unverified	0
Unable to Forget: Proactive lnterference Reveals Working Memory Limits in LLMs Beyond Context Length	Jun 9, 2025	Information RetrievalPrompt Engineering	—Unverified	0
Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval	Jun 9, 2025	Dataset GenerationRAG	CodeCode Available	3
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge Expansion	Jun 8, 2025	Data IntegrationRetrieval	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