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 4141–4150 of 14297 papers

Title	Date	Tasks	Status	Score
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer	Mar 28, 2025	Retrieval	CodeCode Available	5
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval	Jul 29, 2022	Cross-Modal RetrievalImage-text matching	CodeCode Available	5
Improving Information Retrieval Results for Persian Documents using FarsNet	Nov 1, 2018	Information RetrievalRetrieval	CodeCode Available	5
Improving Medical Multi-modal Contrastive Learning with Expert Annotations	Mar 15, 2024	Contrastive LearningCross-Modal Retrieval	CodeCode Available	5
Comparative Evaluation of Hand-Crafted and Learned Local Features	Jul 1, 2017	Image RetrievalRetrieval	CodeCode Available	5
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document	Sep 14, 2021	AllFact Checking	CodeCode Available	5
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval	Apr 12, 2024	ArticlesQuestion Answering	CodeCode Available	5
Improving Deep Representation Learning via Auxiliary Learnable Target Coding	May 30, 2023	Representation LearningRetrieval	CodeCode Available	5
Improving Biomedical Entity Linking with Retrieval-enhanced Learning	Dec 15, 2023	Contrastive LearningEntity Linking	CodeCode Available	5
Improving Collaborative Metric Learning with Efficient Negative Sampling	Sep 24, 2019	Change DetectionFace Recognition	CodeCode Available	5

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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