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 1241–1250 of 14297 papers

Title	Date	Tasks	Status	Hype
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf	Sep 9, 2023	Retrieval	CodeCode Available	1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market	Sep 8, 2023	ArticlesPassage Retrieval	CodeCode Available	1
SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity	Sep 8, 2023	Graph MatchingMetric Learning	CodeCode Available	1
Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory	Sep 7, 2023	Human-Object Interaction DetectionRetrieval	CodeCode Available	1
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models	Sep 6, 2023	General KnowledgeLogical Reasoning	CodeCode Available	1
Symbolic Music Representations for Classification Tasks: A Systematic Evaluation	Sep 5, 2023	ClassificationInformation Retrieval	CodeCode Available	1
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024)	Sep 5, 2023	Question AnsweringRetrieval	CodeCode Available	1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research	Sep 4, 2023	Articlesnamed-entity-recognition	CodeCode Available	1
Patent image retrieval using transformer-based deep metric learning	Sep 1, 2023	Image RetrievalMetric Learning	CodeCode Available	1
Pose-Graph Attentional Graph Neural Network for Lidar Place Recognition	Aug 31, 2023	Domain AdaptationGraph Neural Network	CodeCode Available	1

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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