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 3761–3770 of 14297 papers

Title	Date	Tasks	Status	Hype
Interactive Continual Learning: Fast and Slow Thinking	Mar 5, 2024	Continual LearningOutlier Detection	CodeCode Available	2
Reliable, Adaptable, and Attributable Language Models with Retrieval	Mar 5, 2024	Question AnsweringRetrieval	—Unverified	0
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary	Mar 5, 2024	Retrieval	—Unverified	0
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs	Mar 4, 2024	Retrieval	—Unverified	0
LLM-Oriented Retrieval Tuner	Mar 4, 2024	MemorizationRetrieval	—Unverified	0
From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima	Mar 4, 2024	Retrieval	—Unverified	0
Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models	Mar 4, 2024	Image RetrievalRetrieval	CodeCode Available	2
SyllabusQA: A Course Logistics Question Answering Dataset	Mar 3, 2024	Language ModelingLanguage Modelling	CodeCode Available	0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge	Mar 3, 2024	Data AugmentationQuestion Answering	CodeCode Available	0
Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models	Mar 3, 2024	RAGRetrieval	—Unverified	0

Show:10 25 50

← PrevPage 377 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