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 2081–2090 of 14297 papers

Title	Date	Tasks	Status	Hype
Vision Transformer Hashing for Image Retrieval	Sep 26, 2021	Deep HashingImage Retrieval	CodeCode Available	1
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations	Sep 24, 2021	Retrieval	CodeCode Available	1
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction	Sep 24, 2021	Data AugmentationDocument-level Relation Extraction	CodeCode Available	1
Hierarchical Memory Matching Network for Video Object Segmentation	Sep 23, 2021	ObjectRetrieval	CodeCode Available	1
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval	Sep 21, 2021	Information RetrievalRetrieval	CodeCode Available	1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval	Sep 21, 2021	Corpus Video Moment RetrievalMoment Retrieval	CodeCode Available	1
Learning Kernel-Smoothed Machine Translation with Retrieved Examples	Sep 21, 2021	Domain AdaptationMachine Translation	CodeCode Available	1
Viewpoint Invariant Dense Matching for Visual Geolocalization	Sep 20, 2021	Re-RankingRetrieval	CodeCode Available	1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning	Sep 18, 2021	Backdoor AttackData Poisoning	CodeCode Available	1
Simple Entity-Centric Questions Challenge Dense Retrievers	Sep 17, 2021	Data AugmentationOpen-Domain Question Answering	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