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 3951–3960 of 14297 papers

Title	Date	Tasks	Status	Hype
ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation	Feb 10, 2024	BenchmarkingLanguage Modeling	—Unverified	0
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image data	Feb 10, 2024	Keyword ExtractionMulti-Task Learning	CodeCode Available	0
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers	Feb 9, 2024	Generative Question AnsweringInformation Retrieval	CodeCode Available	2
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study	Feb 9, 2024	Information RetrievalLanguage Modeling	—Unverified	0
GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data	Feb 9, 2024	3DGSLanguage Modeling	—Unverified	0
Maia: A Real-time Non-Verbal Chat for Human-AI Interaction	Feb 9, 2024	Retrieval	—Unverified	0
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs	Feb 9, 2024	Data AugmentationInformation Retrieval	CodeCode Available	1
Large Language Models for Captioning and Retrieving Remote Sensing Images	Feb 9, 2024	Cross-Modal RetrievalDecoder	—Unverified	0
Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA	Feb 9, 2024	Event DetectionHate Speech Detection	CodeCode Available	4
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning	Feb 8, 2024	Information RetrievalLanguage Modeling	—Unverified	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