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 1881–1890 of 14297 papers

Title	Date	Tasks	Status	Hype
Extracting Unlearned Information from LLMs with Activation Steering	Nov 4, 2024	General KnowledgeInformation Retrieval	—Unverified	0
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network	Nov 4, 2024	ChunkingLanguage Modelling	CodeCode Available	1
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs	Nov 4, 2024	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text	Nov 4, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	1
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark	Nov 4, 2024	Image RetrievalReranking	CodeCode Available	2
SPECTRUM: Semantic Processing and Emotion-informed video-Captioning Through Retrieval and Understanding Modalities	Nov 4, 2024	AttributeDescriptive	—Unverified	0
RAGViz: Diagnose and Visualize Retrieval-Augmented Generation	Nov 4, 2024	Answer GenerationGPU	CodeCode Available	2
Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Script Languages	Nov 4, 2024	In-Context LearningRetrieval	—Unverified	0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors	Nov 3, 2024	Instruction FollowingRAG	—Unverified	0
Efficient Medical Image Retrieval Using DenseNet and FAISS for BIRADS Classification	Nov 3, 2024	DiagnosticImage Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 189 of 1430Next →

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