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 1441–1450 of 14297 papers

Title	Date	Tasks	Status	Hype
Self-Supervised Multi-Modal Sequential Recommendation	Apr 26, 2023	Contrastive LearningRecommendation Systems	CodeCode Available	1
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering	Apr 26, 2023	DecoderKnowledge Distillation	CodeCode Available	1
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping	Apr 26, 2023	DecoderImage Captioning	CodeCode Available	1
V3CTRON \| Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.	Apr 26, 2023	Conversational SearchInformation Retrieval	CodeCode Available	1
A Personalized Dense Retrieval Framework for Unified Information Access	Apr 26, 2023	Information RetrievalQuestion Answering	CodeCode Available	1
Learnable Pillar-based Re-ranking for Image-Text Retrieval	Apr 25, 2023	Image-text RetrievalRe-Ranking	CodeCode Available	1
Rank Flow Embedding for Unsupervised and Semi-Supervised Manifold Learning	Apr 24, 2023	Image RetrievalRetrieval	CodeCode Available	1
Constructing Tree-based Index for Efficient and Effective Dense Retrieval	Apr 24, 2023	Contrastive LearningRetrieval	CodeCode Available	1
UHRNet: A Deep Learning-Based Method for Accurate 3D Reconstruction from a Single Fringe-Pattern	Apr 23, 2023	3D ReconstructionRetrieval	CodeCode Available	1
SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval	Apr 22, 2023	Language ModelingLanguage Modelling	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