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 3631–3640 of 14297 papers

Title	Date	Tasks	Status	Hype
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics	Mar 26, 2024	Information RetrievalRetrieval	—Unverified	0
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering	Mar 26, 2024	BenchmarkingMachine Reading Comprehension	CodeCode Available	1
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models	Mar 26, 2024	HallucinationInformation Retrieval	CodeCode Available	0
CaseLink: Inductive Graph Learning for Legal Case Retrieval	Mar 26, 2024	Graph LearningRetrieval	CodeCode Available	1
Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography	Mar 26, 2024	Anomaly DetectionLarge Language Model	CodeCode Available	3
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining	Mar 25, 2024	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback	Mar 25, 2024	Code GenerationRetrieval	—Unverified	0
Cross-lingual Contextualized Phrase Retrieval	Mar 25, 2024	Contrastive LearningLanguage Modelling	CodeCode Available	0
Composed Video Retrieval via Enriched Context and Discriminative Embeddings	Mar 25, 2024	Composed Video Retrieval (CoVR)Retrieval	CodeCode Available	2
ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search	Mar 25, 2024	Code SearchQuestion Answering	CodeCode Available	0

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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