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 2681–2690 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
A large-scale study of the effects of word frequency and predictability in naturalistic reading	Jun 1, 2019	RetrievalSentence	CodeCode Available	1	5
Composing Text and Image for Image Retrieval - An Empirical Odyssey	Dec 18, 2018	Image RetrievalImage Retrieval with Multi-Modal Query	CodeCode Available	1	5
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models	Mar 9, 2020	Image RetrievalRetrieval	CodeCode Available	1	5
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf	Sep 9, 2023	Retrieval	CodeCode Available	1	5
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions	Feb 12, 2025	Contrastive LearningImage Retrieval	CodeCode Available	1	5
Compositional Attention: Disentangling Search and Retrieval	Oct 18, 2021	Retrieval	CodeCode Available	1	5
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures	May 26, 2022	Retrieval	CodeCode Available	1	5
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering	Nov 24, 2019	Question AnsweringRetrieval	CodeCode Available	1	5
Fast and Accurate Factual Inconsistency Detection Over Long Documents	Oct 19, 2023	ChunkingNatural Language Inference	CodeCode Available	1	5
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing	Dec 25, 2020	QuantizationRetrieval	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