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 4001–4010 of 14297 papers

Title	Date	Tasks	Status
Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation	Jan 26, 2015	Information RetrievalRetrieval	—Unverified
DocumentNet: Bridging the Data Gap in Document Pre-Training	Jun 15, 2023	document understandingEntity Retrieval	—Unverified
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation	Jun 1, 2019	General ClassificationInformation Retrieval	—Unverified
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine	Sep 23, 2017	Information RetrievalRetrieval	—Unverified
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing	Aug 21, 2016	Matrix CompletionRetrieval	—Unverified
Document Image Binarization in JPEG Compressed Domain using Dual Discriminator Generative Adversarial Networks	Sep 13, 2022	BinarizationOptical Character Recognition (OCR)	—Unverified
A data-driven strategy to combine word embeddings in information retrieval	May 26, 2021	Ad-Hoc Information RetrievalDescriptive	—Unverified
Engram Memory Encoding and Retrieval: A Neurocomputational Perspective	Jun 2, 2025	Retrieval	—Unverified
Adversarial Cross-Modal Retrieval via Learning and Transferring Single-Modal Similarities	Apr 17, 2019	Cross-Modal RetrievalRetrieval	—Unverified
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community	Oct 26, 2018	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