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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1091–1100 of 14297 papers

Title	Date	Tasks	Status	Hype
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses	Dec 26, 2023	DiversityKnowledge Graphs	CodeCode Available	1
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-Localisation	Dec 23, 2023	Camera LocalizationCross-View Geo-Localisation	CodeCode Available	1
Context-aware Decoding Reduces Hallucination in Query-focused Summarization	Dec 21, 2023	HallucinationLanguage Modelling	CodeCode Available	1
Exploiting Novel GPT-4 APIs	Dec 21, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks	Dec 21, 2023	Image RetrievalImage-to-Text Retrieval	CodeCode Available	1
Retrieval-augmented Multilingual Knowledge Editing	Dec 20, 2023	knowledge editingRetrieval	CodeCode Available	1
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval	Dec 19, 2023	Few-Shot LearningRetrieval	CodeCode Available	1
Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval	Dec 19, 2023	cross-modal alignmentMoment Retrieval	CodeCode Available	1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)	Dec 18, 2023	RAGRetrieval	CodeCode Available	1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs	Dec 18, 2023	Graph AttentionInformation Retrieval	CodeCode Available	1

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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