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 2451–2460 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Language-only Efficient Training of Zero-shot Composed Image Retrieval	Dec 4, 2023	Image RetrievalRetrieval	CodeCode Available	1	5
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision	Dec 14, 2021	Contrastive LearningRepresentation Learning	CodeCode Available	1	5
Discovering Mathematical Objects of Interest -- A Study of Mathematical Notations	Feb 7, 2020	Information RetrievalMath	CodeCode Available	1	5
Disentangled Representation Learning for Text-Video Retrieval	Mar 14, 2022	Representation LearningRetrieval	CodeCode Available	1	5
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models	Oct 2, 2023	HallucinationRetrieval	CodeCode Available	1	5
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval	Jun 10, 2025	Image CaptioningRetrieval	CodeCode Available	1	5
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval	Aug 11, 2022	Ad-Hoc Information RetrievalDomain Adaptation	CodeCode Available	1	5
Codified audio language modeling learns useful representations for music information retrieval	Jul 12, 2021	Emotion RecognitionGenre classification	CodeCode Available	1	5
A Rotation-Invariant Framework for Deep Point Cloud Analysis	Mar 16, 2020	Point Cloud GenerationRetrieval	CodeCode Available	1	5
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications	Feb 16, 2025	ChatbotLanguage Modeling	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