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 351–360 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval	Jul 2, 2023	Biomedical Information RetrievalContrastive Learning	CodeCode Available	2	5
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	Dec 12, 2023	Information RetrievalRepresentation Learning	CodeCode Available	2	5
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems	Jun 10, 2025	RAGRetrieval	CodeCode Available	2	5
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation	May 23, 2023	FormLanguage Modelling	CodeCode Available	2	5
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation	May 22, 2024	InformativenessLanguage Modeling	CodeCode Available	2	5
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML	Oct 3, 2024	AutoMLCode Generation	CodeCode Available	2	5
Extended Mind Transformers	Jun 4, 2024	Common Sense Reasoningcounterfactual	CodeCode Available	2	5
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"	Sep 30, 2024	counterfactualHallucination	CodeCode Available	2	5
Language Model Powered Digital Biology with BRAD	Sep 4, 2024	ChatbotCode Generation	CodeCode Available	2	5
Atlas: Few-shot Learning with Retrieval Augmented Language Models	Aug 5, 2022	Fact CheckingFew-Shot Learning	CodeCode Available	2	5

Show:10 25 50

← PrevPage 36 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