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 3051–3060 of 14297 papers

Title	Date	Tasks	Status	Score
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation	May 28, 2025	Information RetrievalRetrieval	CodeCode Available	5
Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering	Oct 22, 2021	Cross-Modal RetrievalFeature Engineering	CodeCode Available	5
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image Retrieval	Jan 1, 2023	Image RetrievalRetrieval	CodeCode Available	5
A Dataset and Framework for Learning State-invariant Object Representations	Apr 9, 2024	ObjectObject Recognition	CodeCode Available	5
A Deep Learning Architecture for Passive Microwave Precipitation Retrievals using CloudSat and GPM Data	Dec 2, 2022	Retrieval	CodeCode Available	5
Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation	May 19, 2015	General ClassificationImage Retrieval	CodeCode Available	5
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based Analyzer	Jun 9, 2016	Emotion RecognitionInformation Retrieval	CodeCode Available	5
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy	Aug 21, 2024	Information RetrievalLong Form Question Answering	CodeCode Available	5
Learning semantic sentence representations from visually grounded language without lexical knowledge	Mar 27, 2019	Grounded language learningLearning Semantic Representations	CodeCode Available	5
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs	Dec 21, 2023	Inductive Relation PredictionKnowledge Graphs	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