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 3051–3060 of 14297 papers

Title	Date	Tasks	Status	Hype
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning	Jun 11, 2024	BenchmarkingContrastive Learning	CodeCode Available	0
MINERS: Multilingual Language Models as Semantic Retrievers	Jun 11, 2024	RetrievalSemantic Retrieval	CodeCode Available	1
Which Country Is This? Automatic Country Ranking of Street View Photos	Jun 11, 2024	RetrievalText Retrieval	CodeCode Available	0
Progressive Query Expansion for Retrieval Over Cost-constrained Data Sources	Jun 11, 2024	HallucinationRetrieval	—Unverified	0
Text Information Retrieval in Tetun: A Preliminary Study	Jun 11, 2024	Information RetrievalRetrieval	—Unverified	0
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges	Jun 11, 2024	Natural Language InferenceRetrieval	—Unverified	0
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling	Jun 11, 2024	4kLanguage Modeling	CodeCode Available	4
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs	Jun 11, 2024	RAGRetrieval	—Unverified	0
Needle In A Multimodal Haystack	Jun 11, 2024	Retrieval	CodeCode Available	2
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering	Jun 11, 2024	Question AnsweringRAG	—Unverified	0

Show:10 25 50

← PrevPage 306 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