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 791–800 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition	May 4, 2023	RerankingRetrieval	CodeCode Available	1	5
A multi-task semi-supervised framework for Text2Graph & Graph2Text	Feb 12, 2022	Information RetrievalRetrieval	CodeCode Available	1	5
Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians	Aug 16, 2020	Person Re-IdentificationRetrieval	CodeCode Available	1	5
BookWorm: A Dataset for Character Description and Analysis	Oct 14, 2024	Retrieval	CodeCode Available	1	5
Boosting Co-teaching with Compression Regularization for Label Noise	Apr 28, 2021	Data Compressionimage-classification	CodeCode Available	1	5
Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning	Oct 13, 2015	Document ClassificationRepresentation Learning	CodeCode Available	1	5
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries	Oct 7, 2023	Retrieval	CodeCode Available	1	5
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?	Jan 13, 2023	Conversational SearchPassage Retrieval	CodeCode Available	1	5
Bridging Video-text Retrieval with Multiple Choice Questions	Jan 13, 2022	Action RecognitionLinear evaluation	CodeCode Available	1	5
Boilerplate Removal using a Neural Sequence Labeling Model	Apr 22, 2020	ArticlesInformation Retrieval	CodeCode Available	1	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