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 1671–1680 of 14297 papers

Title	Date	Tasks	Status	Hype
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval	Oct 11, 2022	Knowledge DistillationQuantization	CodeCode Available	1
Large-to-small Image Resolution Asymmetry in Deep Metric Learning	Oct 11, 2022	Image RetrievalMetric Learning	CodeCode Available	1
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA	Oct 11, 2022	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering	Oct 11, 2022	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model	Oct 11, 2022	Contrastive LearningImage-text matching	CodeCode Available	1
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea	Oct 11, 2022	named-entity-recognitionNamed Entity Recognition	CodeCode Available	1
Deep Evidential Learning with Noisy Correspondence for Cross-Modal Retrieval	Oct 10, 2022	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1
Spectral Geometric Verification: Re-Ranking Point Cloud Retrieval for Metric Localization	Oct 10, 2022	Point Cloud RegistrationPoint Cloud Retrieval	CodeCode Available	1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval	Oct 7, 2022	Knowledge DistillationRetrieval	CodeCode Available	1
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt	Oct 6, 2022	Instruction FollowingRetrieval	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