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 1801–1810 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
EntQA: Entity Linking as Question Answering	Oct 5, 2021	BenchmarkingEntity Linking	CodeCode Available	1	5
Entity Linking in 100 Languages	Nov 5, 2020	Entity DisambiguationEntity Linking	CodeCode Available	1	5
GPU-based Private Information Retrieval for On-Device Machine Learning Inference	Jan 26, 2023	CPUGPU	CodeCode Available	1	5
GPT-RE: In-context Learning for Relation Extraction using Large Language Models	May 3, 2023	In-Context LearningRelation	CodeCode Available	1	5
An Empirical Study of Multimodal Model Merging	Apr 28, 2023	modelRetrieval	CodeCode Available	1	5
NewsStories: Illustrating articles with visual summaries	Jul 26, 2022	ArticlesRetrieval	CodeCode Available	1	5
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting	Mar 15, 2022	6D Pose Estimation6D Pose Estimation using RGB	CodeCode Available	1	5
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs	May 25, 2023	DiagnosticIn-Context Learning	CodeCode Available	1	5
Noisy Correspondence Learning with Meta Similarity Correction	Apr 13, 2023	Binary ClassificationCross-Modal Retrieval	CodeCode Available	1	5
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback	May 29, 2023	Decision MakingDrug Discovery	CodeCode Available	1	5

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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