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 741–750 of 14297 papers

Title	Date	Tasks	Status	Hype
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering	Mar 28, 2025	Conversational Question AnsweringQuestion Answering	CodeCode Available	0
A Survey on (M)LLM-Based GUI Agents	Mar 27, 2025	Action GenerationInformation Retrieval	—Unverified	0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement	Mar 27, 2025	FairnessInformation Retrieval	—Unverified	0
MemInsight: Autonomous Memory Augmentation for LLM Agents	Mar 27, 2025	Conversational RecommendationLanguage Modeling	—Unverified	0
Cognitive Prompts Using Guilford's Structure of Intellect Model	Mar 27, 2025	Decision MakingPosition	—Unverified	0
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best?	Mar 27, 2025	HallucinationHallucination Evaluation	—Unverified	0
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences	Mar 27, 2025	Conversational RecommendationRecommendation Systems	CodeCode Available	1
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval	Mar 27, 2025	FairnessInformation Retrieval	CodeCode Available	0
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval	Mar 27, 2025	Image RetrievalRetrieval	CodeCode Available	1
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation	Mar 27, 2025	Domain AdaptationOpen Vocabulary Semantic Segmentation	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