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 1941–1950 of 14297 papers

Title	Date	Tasks	Status	Hype
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations	Nov 12, 2024	MathRetrieval	CodeCode Available	1
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models	Jul 1, 2023	Active LearningModel Selection	CodeCode Available	1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation	Jun 3, 2024	Answer GenerationQuestion Answering	CodeCode Available	1
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering	Apr 30, 2020	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback	Jun 19, 2021	Image RetrievalImage-text Retrieval	CodeCode Available	1
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine	May 1, 2024	Language ModelingLanguage Modelling	CodeCode Available	1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval	Oct 24, 2020	16kRetrieval	CodeCode Available	1
Prompting Visual-Language Models for Efficient Video Understanding	Dec 8, 2021	Action RecognitionLanguage Modelling	CodeCode Available	1
CoRT: Complementary Rankings from Transformers	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval	Oct 27, 2023	Cross-Modal RetrievalImage-text Retrieval	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