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

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Showing 3581–3590 of 14297 papers

Title	Date	Tasks	Status
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking	May 29, 2025	Large Language ModelRe-Ranking	—Unverified
Deep Retrieval-Based Dialogue Systems: A Short Review	Jul 30, 2019	Retrieval	—Unverified
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure	Jan 27, 2024	Information RetrievalQuestion Answering	—Unverified
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images	Dec 12, 2023	BenchmarkingRetrieval	—Unverified
Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research	Oct 8, 2024	AI AgentArticles	—Unverified
Deep Robust Multilevel Semantic Cross-Modal Hashing	Feb 7, 2020	Cross-Modal RetrievalRetrieval	—Unverified
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors	Nov 3, 2024	Instruction FollowingRAG	—Unverified
Deep scattering transform applied to note onset detection and instrument recognition	Mar 28, 2017	Information RetrievalInstrument Recognition	—Unverified
Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation	Apr 20, 2020	3D Shape Classification3D Shape Retrieval	—Unverified
Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance	Oct 13, 2016	Retrieval	—Unverified

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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