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 4171–4180 of 14297 papers

Title	Date	Tasks	Status	Score
Combining Query Performance Predictors: A Reproducibility Study	Mar 31, 2025	PredictionRetrieval	CodeCode Available	5
Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies	Jan 12, 2024	Retrieval	CodeCode Available	5
Improved Embeddings with Easy Positive Triplet Mining	Apr 8, 2019	Image RetrievalMetric Learning	CodeCode Available	5
Impression-CLIP: Contrastive Shape-Impression Embedding for Fonts	Feb 26, 2024	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Improving Automatic Source Code Summarization via Deep Reinforcement Learning	Nov 17, 2018	Code SummarizationDecoder	CodeCode Available	5
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer	Mar 28, 2025	Retrieval	CodeCode Available	5
Combining Fact Extraction and Verification with Neural Semantic Matching Networks	Nov 16, 2018	Claim VerificationFact Checking	CodeCode Available	5
A Joint Sequence Fusion Model for Video Question Answering and Retrieval	Aug 7, 2018	DecoderMultiple-choice	CodeCode Available	5
Impact of the Query Set on the Evaluation of Expert Finding Systems	Jun 28, 2018	Information RetrievalRecommendation Systems	CodeCode Available	5
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String Similarities	Jul 16, 2018	DenoisingInformation Retrieval	CodeCode Available	5

Show:10 25 50

← PrevPage 418 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