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 3761–3770 of 14297 papers

Title	Date	Tasks	Status
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi	Dec 1, 2020	Information RetrievalMachine Translation	—Unverified
Development of Marathi Part of Speech Tagger Using Statistical Approach	Oct 2, 2013	Information RetrievalPart-Of-Speech Tagging	—Unverified
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game	Jul 4, 2022	Information RetrievalRetrieval	—Unverified
Dewey Long Context Embedding Model: A Technical Report	Mar 26, 2025	RAGRetrieval	—Unverified
A Dataset for Sentence Retrieval for Open-Ended Dialogues	May 24, 2022	Conversational SearchRetrieval	—Unverified
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases	Mar 1, 2024	In-Context LearningNatural Language Queries	—Unverified
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model	Dec 10, 2017	Graph ClassificationGraph Similarity	—Unverified
Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries	Dec 15, 2019	Retrieval	—Unverified
DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems	May 26, 2025	Answer GenerationKnowledge Graphs	—Unverified
EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling	Sep 10, 2021	Cross-Modal RetrievalLanguage Modeling	—Unverified

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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