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 3641–3650 of 14297 papers

Title	Date	Tasks	Status	Hype
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification	Mar 25, 2024	ChatbotClassification	—Unverified	0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models	Mar 25, 2024	Instruction FollowingPassage Reranking	CodeCode Available	0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models	Mar 25, 2024	Information RetrievalRetrieval	—Unverified	0
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval	Mar 24, 2024	DiagnosticImage Retrieval	—Unverified	0
Edit3K: Universal Representation Learning for Video Editing Components	Mar 24, 2024	Representation LearningRetrieval	—Unverified	0
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval	Mar 24, 2024	AttributeImage Retrieval	CodeCode Available	1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented Generation	Mar 24, 2024	ArticlesRAG	CodeCode Available	1
Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations	Mar 23, 2024	GPURAG	—Unverified	0
Improving Retrieval for RAG based Question Answering Models on Financial Documents	Mar 23, 2024	ChunkingQuestion Answering	—Unverified	0
QueryExplorer: An Interactive Query Generation Assistant for Search and Exploration	Mar 23, 2024	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