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 3271–3280 of 14297 papers

Title	Date	Tasks	Status
BagFormer: Better Cross-Modal Retrieval via bag-wise interaction	Dec 29, 2022	Cross-Modal RetrievalRetrieval	—Unverified
An Attentional Neural Conversation Model with Improved Specificity	Jun 3, 2016	RetrievalSpecificity	—Unverified
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models	Jun 3, 2024	RAGRetrieval	—Unverified
Anatomy-Aware Conditional Image-Text Retrieval	Mar 10, 2025	AnatomyContrastive Learning	—Unverified
A Deep Cascade Model for Multi-Document Reading Comprehension	Nov 28, 2018	Machine Reading ComprehensionQuestion Answering	—Unverified
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts	Jul 9, 2019	DecoderHandwritten Text Recognition	—Unverified
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles	Jul 1, 2020	ArticlesInformation Retrieval	—Unverified
An Architecture for Probabilistic Concept-Based Information Retrieval	Mar 27, 2013	Information RetrievalRetrieval	—Unverified
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion	Feb 19, 2021	Information RetrievalRetrieval	—Unverified
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors	Jan 25, 2023	Information RetrievalRetrieval	—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