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 2781–2790 of 14297 papers

Title	Date	Tasks	Status
A Novel Feature Descriptor for Image Retrieval by Combining Modified Color Histogram and Diagonally Symmetric Co-occurrence Texture Pattern	Jan 3, 2018	Image RetrievalRetrieval	—Unverified
Graph based Nearest Neighbor Search: Promises and Failures	Apr 3, 2019	Retrieval	—Unverified
Answering Any-hop Open-domain Questions with Iterative Document Reranking	Sep 16, 2020	Multi-hop Question AnsweringNatural Questions	—Unverified
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction	Jun 18, 2024	Conformal PredictionEvent Detection	—Unverified
A Novel Bayesian Approach for the Two-Dimensional Harmonic Retrieval Problem	Feb 17, 2021	RetrievalVocal Bursts Valence Prediction	—Unverified
A Comparative Study of Text Retrieval Models on DaReCzech	Nov 19, 2024	Information RetrievalMachine Translation	—Unverified
BrewCLIP: A Bifurcated Representation Learning Framework for Audio-Visual Retrieval	Aug 19, 2024	Image RetrievalRepresentation Learning	—Unverified
A Novel Audio Representation for Music Genre Identification in MIR	Apr 1, 2024	Information RetrievalMusic Information Retrieval	—Unverified
Adversarially Trained Deep Neural Semantic Hashing Scheme for Subjective Search in Fashion Inventory	Jun 30, 2019	Retrieval	—Unverified
DCH-2: A Parallel Customer-Helpdesk Dialogue Corpus with Distributions of Annotators' Labels	Apr 18, 2021	Dialogue EvaluationMachine Translation	—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