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 3621–3630 of 14297 papers

Title	Date	Tasks	Status
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models	Oct 4, 2024	In-Context LearningRetrieval	—Unverified
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis	May 6, 2022	Cross-Modal RetrievalRetrieval	—Unverified
Automatic Transcription of Flamenco Singing from Polyphonic Music Recordings	Oct 14, 2015	Information RetrievalMusic Information Retrieval	—Unverified
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search	Sep 13, 2021	DiversityInformation Retrieval	—Unverified
Analysis of Similes in Serbian Literary Texts (1860-1920) using computational methods	Sep 1, 2020	RetrievalSpecificity	—Unverified
Ad Auctions for LLMs via Retrieval Augmented Generation	Jun 12, 2024	FairnessRAG	—Unverified
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data	May 20, 2025	Cross-Lingual TransferData Augmentation	—Unverified
Data-Efficient Generalization for Zero-shot Composed Image Retrieval	Mar 7, 2025	Image RetrievalRetrieval	—Unverified
BERT got a Date: Introducing Transformers to Temporal Tagging	Nov 16, 2021	ClassificationDecoder	—Unverified
Automatic Textual Evidence Mining in COVID-19 Literature	Apr 27, 2020	named-entity-recognitionNamed Entity Recognition	—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