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 1611–1620 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Dialog Inpainting: Turning Documents into Dialogs	May 18, 2022	Conversational Question AnsweringQuestion Answering	CodeCode Available	1	5
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset	Dec 8, 2022	DiversityImage Description	CodeCode Available	1	5
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval	Feb 6, 2023	Image-text RetrievalRetrieval	CodeCode Available	1	5
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval	Jan 1, 2023	image-classificationImage Classification	CodeCode Available	1	5
CenterCLIP: Token Clustering for Efficient Text-Video Retrieval	May 2, 2022	ClusteringRetrieval	CodeCode Available	1	5
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval	Jul 1, 2020	Optical Character Recognition (OCR)Retrieval	CodeCode Available	1	5
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model	Mar 17, 2023	RetrievalVideo Retrieval	CodeCode Available	1	5
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration	Jun 2, 2023	Information RetrievalRetrieval	CodeCode Available	1	5
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering	Apr 4, 2024	Language ModelingLanguage Modelling	CodeCode Available	1	5
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context	Mar 4, 2022	DecoderImage Captioning	CodeCode Available	1	5

Show:10 25 50

← PrevPage 162 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