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 1381–1390 of 14297 papers

Title	Date	Tasks	Status	Hype
ConvGQR: Generative Query Reformulation for Conversational Search	May 25, 2023	Conversational SearchRetrieval	CodeCode Available	1
Privacy Implications of Retrieval-Based Language Models	May 24, 2023	Retrieval	CodeCode Available	1
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis	May 24, 2023	Arithmetic ReasoningMathematical Reasoning	CodeCode Available	1
Training on Thin Air: Improve Image Classification with Generated Data	May 24, 2023	Data AugmentationFew-Shot Learning	CodeCode Available	1
C-STS: Conditional Semantic Textual Similarity	May 24, 2023	Information RetrievalLanguage Model Evaluation	CodeCode Available	1
Generative Retrieval via Term Set Generation	May 23, 2023	Information RetrievalNatural Questions	CodeCode Available	1
DAPR: A Benchmark on Document-Aware Passage Retrieval	May 23, 2023	ArticlesPassage Retrieval	CodeCode Available	1
EDIS: Entity-Driven Image Search over Multimodal Web Content	May 23, 2023	Image RetrievalRetrieval	CodeCode Available	1
SciMON: Scientific Inspiration Machines Optimized for Novelty	May 23, 2023	Contextualized Literature-based DiscoveryLink Prediction	CodeCode Available	1
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models	May 23, 2023	counterfactualRetrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 139 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