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

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Showing 2651–2660 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Learning Sparse Analytic Filters for Piano Transcription	Aug 23, 2021	Information RetrievalMusic Information Retrieval	CodeCode Available	1	5
Learning Sparse Prototypes for Text Generation	Jun 29, 2020	Language ModelingLanguage Modelling	CodeCode Available	1	5
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA	Aug 28, 2023	Knowledge Base Question AnsweringQuestion Answering	CodeCode Available	1	5
Human Sentence Processing: Recurrence or Attention?	May 19, 2020	Language ModellingRetrieval	CodeCode Available	1	5
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification	Jul 17, 2023	Cross-Modality Person Re-identificationimage-classification	CodeCode Available	1	5
SPAN: Learning Similarity between Scene Graphs and Images with Transformers	Apr 2, 2023	Contrastive LearningGraph Generation	CodeCode Available	1	5
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization	Nov 14, 2022	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1	5
RaSeRec: Retrieval-Augmented Sequential Recommendation	Dec 24, 2024	Retrieval	CodeCode Available	1	5
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval	Dec 8, 2021	Action LocalizationRetrieval	CodeCode Available	1	5
Learning SO(3) Equivariant Representations with Spherical CNNs	Nov 17, 2017	3D ClassificationData Augmentation	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