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 4731–4740 of 14297 papers

Title	Date	Tasks	Status	Score
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models	Aug 14, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Case-Based Reasoning with Language Models for Classification of Logical Fallacies	Jan 27, 2023	Language ModelingLanguage Modelling	CodeCode Available	5
Evaluating How Developers Use General-Purpose Web-Search for Code Retrieval	Mar 22, 2018	Code SearchRetrieval	CodeCode Available	5
Harnessing Abstractive Summarization for Fact-Checked Claim Detection	Sep 10, 2022	Abstractive Text SummarizationFact Checking	CodeCode Available	5
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	CodeCode Available	5
Hashing with binary autoencoders	Jan 5, 2015	DecoderImage Retrieval	CodeCode Available	5
Handling Massive N-Gram Datasets Efficiently	Jun 25, 2018	Language ModelingLanguage Modelling	CodeCode Available	5
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashing	Mar 20, 2023	Data AugmentationFine-Grained Image Classification	CodeCode Available	5
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning	Oct 23, 2020	3D Shape RetrievalMetric Learning	CodeCode Available	5
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning	Jul 5, 2024	AllImage Retrieval	CodeCode Available	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