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 961–970 of 14297 papers

Title	Date	Tasks	Status	Hype
Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning	Mar 1, 2020	Cross-Modal RetrievalRetrieval	CodeCode Available	1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders	Aug 12, 2020	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	1
Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork	Jun 19, 2023	Decision MakingDeep Reinforcement Learning	CodeCode Available	1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019	Jun 10, 2019	Landmark RecognitionReranking	CodeCode Available	1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report	Oct 21, 2024	Information RetrievalRAG	CodeCode Available	1
FIRE: Fact-checking with Iterative Retrieval and Verification	Oct 17, 2024	Claim VerificationFact Checking	CodeCode Available	1
Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval	Jun 22, 2021	Cross-Modal RetrievalDiversity	CodeCode Available	1
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human Experts	May 3, 2023	Re-RankingRetrieval	CodeCode Available	1
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models	May 19, 2015	Image DescriptionPhrase Grounding	CodeCode Available	1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration	Jun 6, 2025	Computational EfficiencyLanguage Modeling	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