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 1801–1810 of 14297 papers

Title	Date	Tasks	Status	Hype
Learning an Adaptation Function to Assess Image Visual Similarities	Jun 3, 2022	Image CategorizationImage Similarity Search	CodeCode Available	1
LAPIS is a fast web API for massive open virus sequencing databases	Jun 2, 2022	EpidemiologyRetrieval	CodeCode Available	1
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering	Jun 2, 2022	Question AnsweringRetrieval	CodeCode Available	1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training	Jun 1, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	1
One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching	May 31, 2022	Deep HashingQuantization	CodeCode Available	1
Optimizing Intermediate Representations of Generative Models for Phase Retrieval	May 31, 2022	Retrieval	CodeCode Available	1
Backpropagation through Combinatorial Algorithms: Identity with Projection Works	May 30, 2022	Density EstimationGraph Matching	CodeCode Available	1
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System	May 30, 2022	Answer GenerationData Augmentation	CodeCode Available	1
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval	May 27, 2022	Retrieval	CodeCode Available	1
kNN-Prompt: Nearest Neighbor Zero-Shot Inference	May 27, 2022	Domain AdaptationLanguage Modelling	CodeCode Available	1

Show:10 25 50

← PrevPage 181 of 1430Next →

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