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 1–10 of 14297 papers

Title	Date	Tasks	Status	Hype
HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals	Jul 17, 2025	Contrastive LearningRetrieval	—Unverified	0
MCoT-RE: Multi-Faceted Chain-of-Thought and Re-Ranking for Training-Free Zero-Shot Composed Image Retrieval	Jul 17, 2025	Image RetrievalRe-Ranking	—Unverified	0
A Survey of Context Engineering for Large Language Models	Jul 17, 2025	RAGRetrieval	—Unverified	0
From Roots to Rewards: Dynamic Tree Reasoning with RL	Jul 17, 2025	Computational EfficiencyQuestion Answering	CodeCode Available	0
Context-Aware Search and Retrieval Over Erasure Channels	Jul 16, 2025	DecoderRetrieval	—Unverified	0
Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos	Jul 16, 2025	Image CaptioningRepresentation Learning	—Unverified	0
Developing Visual Augmented Q&A System using Scalable Vision Embedding Retrieval & Late Interaction Re-ranker	Jul 16, 2025	RAGRetrieval	CodeCode Available	0
From Chaos to Automation: Enabling the Use of Unstructured Data for Robotic Process Automation	Jul 15, 2025	Information RetrievalRetrieval	—Unverified	0
Seq vs Seq: An Open Suite of Paired Encoders and Decoders	Jul 15, 2025	DecoderLarge Language Model	CodeCode Available	2
Kodezi Chronos: A Debugging-First Language Model for Repository-Scale, Memory-Driven Code Understanding	Jul 14, 2025	Code GenerationLanguage Modeling	CodeCode Available	9

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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