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 1681–1690 of 14297 papers

Title	Date	Tasks	Status	Hype
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt	Oct 6, 2022	Instruction FollowingRetrieval	CodeCode Available	1
Nonparametric Decoding for Generative Retrieval	Oct 5, 2022	DecoderLanguage Modelling	CodeCode Available	1
Decomposed Prompting: A Modular Approach for Solving Complex Tasks	Oct 5, 2022	Information RetrievalRetrieval	CodeCode Available	1
Active Image Indexing	Oct 5, 2022	Copy DetectionQuantization	CodeCode Available	1
Recitation-Augmented Language Models	Oct 4, 2022	Natural QuestionsQuestion Answering	CodeCode Available	1
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization	Oct 4, 2022	Contrastive LearningImage Retrieval	CodeCode Available	1
SPARC: Sparse Render-and-Compare for CAD model alignment in a single RGB image	Oct 3, 2022	Pose PredictionRetrieval	CodeCode Available	1
SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model	Oct 3, 2022	Language ModelingLanguage Modelling	CodeCode Available	1
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and Benchmark	Oct 1, 2022	Human ParsingPerson Re-Identification	CodeCode Available	1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents	Oct 1, 2022	document understandingForm	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