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 1411–1420 of 14297 papers

Title	Date	Tasks	Status	Hype
Fast Online Hashing with Multi-Label Projection	Dec 3, 2022	Retrieval	CodeCode Available	1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion	Aug 19, 2021	CPUInformation Retrieval	CodeCode Available	1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL	Nov 2, 2023	HallucinationRetrieval	CodeCode Available	1
Feature Re-Learning with Data Augmentation for Video Relevance Prediction	Apr 8, 2020	Data AugmentationRetrieval	CodeCode Available	1
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation	Jun 11, 2021	ClusteringImage Augmentation	CodeCode Available	1
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation	Jun 10, 2021	Data AugmentationRetrieval	CodeCode Available	1
Cross-Thought for Sentence Encoder Pre-training	Oct 7, 2020	Information RetrievalLanguage Modeling	CodeCode Available	1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example	Mar 24, 2021	ArticlesInformation Retrieval	CodeCode Available	1
FETA: Towards Specializing Foundation Models for Expert Task Applications	Sep 8, 2022	Domain GeneralizationFew-Shot Learning	CodeCode Available	1
Data Roaming and Quality Assessment for Composed Image Retrieval	Mar 16, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 142 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