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 3371–3380 of 14297 papers

Title	Date	Tasks	Status	Hype
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation	Apr 30, 2024	Information RetrievalRetrieval	—Unverified	0
GUing: A Mobile GUI Search Engine using a Vision-Language Model	Apr 30, 2024	Language ModelingLanguage Modelling	CodeCode Available	1
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models	Apr 30, 2024	Entity LinkingFact Verification	CodeCode Available	0
In-Context Learning with Long-Context Models: An In-Depth Exploration	Apr 30, 2024	In-Context LearningRetrieval	—Unverified	0
Align-Free Multi-Plane Phase Retrieval	Apr 30, 2024	Retrieval	—Unverified	0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation	Apr 30, 2024	Information RetrievalRetrieval	CodeCode Available	0
Large Language Model Informed Patent Image Retrieval	Apr 30, 2024	Image RetrievalLanguage Modeling	—Unverified	0
Extending Llama-3's Context Ten-Fold Overnight	Apr 30, 2024	8kGPU	—Unverified	0
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively	Apr 30, 2024	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language Model	Apr 30, 2024	Language ModelingLanguage Modelling	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