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 2691–2700 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Condensed Movies: Story Based Retrieval with Contextual Embeddings	May 8, 2020	RetrievalText to Video Retrieval	CodeCode Available	1	5
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling	Oct 16, 2023	HallucinationLanguage Modeling	CodeCode Available	1	5
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers	May 11, 2023	Contrastive LearningImage-text Retrieval	CodeCode Available	1	5
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models	Feb 16, 2025	Language ModelingLanguage Modelling	CodeCode Available	1	5
Learning Tree-based Deep Model for Recommender Systems	Jan 8, 2018	Recommendation SystemsRetrieval	CodeCode Available	1	5
Learning with Holographic Reduced Representations	Sep 5, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval	Aug 29, 2022	Representation LearningRetrieval	CodeCode Available	1	5
Learning to Retrieve Passages without Supervision	Dec 14, 2021	Contrastive LearningOpen-Domain Question Answering	CodeCode Available	1	5
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations	Feb 19, 2024	ChatbotLanguage Modeling	CodeCode Available	1	5
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering	Nov 24, 2019	Question AnsweringRetrieval	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