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 4451–4475 of 14297 papers

Title	Date	Tasks	Status	Score
Hybrid and Collaborative Passage Reranking	May 16, 2023	Passage RerankingPassage Retrieval	CodeCode Available	5
Human Preferences as Dueling Bandits	Apr 21, 2022	Information RetrievalOnline Ranker Evaluation	CodeCode Available	5
Human Motion Analysis with Deep Metric Learning	Jul 30, 2018	Dynamic Time WarpingMetric Learning	CodeCode Available	5
HUSE: Hierarchical Universal Semantic Embeddings	Nov 14, 2019	General ClassificationRepresentation Learning	CodeCode Available	5
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
Hubness Reduction Improves Sentence-BERT Semantic Spaces	Nov 30, 2023	Information RetrievalRetrieval	CodeCode Available	5
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs	Nov 5, 2023	Question AnsweringRAG	CodeCode Available	5
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization	Mar 17, 2024	Data VisualizationRetrieval	CodeCode Available	5
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research	Feb 7, 2025	Decision MakingLanguage Modeling	CodeCode Available	5
ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding	May 21, 2025	Chart Question AnsweringChart Understanding	CodeCode Available	5
ArcAid: Analysis of Archaeological Artifacts using Drawings	Nov 17, 2022	Retrieval	CodeCode Available	5
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction	Jul 1, 2019	Bilingual Lexicon InductionRetrieval	CodeCode Available	5
Human-in-the-loop Machine Translation with Large Language Model	Oct 13, 2023	In-Context LearningLanguage Modeling	CodeCode Available	5
How Train-Test Leakage Affects Zero-shot Retrieval	Jun 29, 2022	Retrieval	CodeCode Available	5
Characterizing Verbatim Short-Term Memory in Neural Language Models	Oct 24, 2022	Language ModellingRetrieval	CodeCode Available	5
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval	Jul 23, 2024	Information RetrievalLanguage Modeling	CodeCode Available	5
How “Loco” Is the LOCO Corpus? Annotating the Language of Conspiracy Theories	Jun 1, 2022	MisinformationRetrieval	CodeCode Available	5
How should we evaluate supervised hashing?	Sep 21, 2016	General ClassificationRetrieval	CodeCode Available	5
Inter-intra Variant Dual Representations forSelf-supervised Video Recognition	Jul 2, 2021	Contrastive LearningRepresentation Learning	CodeCode Available	5
An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval	Apr 18, 2019	Image RetrievalRetrieval	CodeCode Available	5
How Language-Neutral is Multilingual BERT?	Nov 8, 2019	RetrievalSentence	CodeCode Available	5
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability	Jun 30, 2024	Retrieval	CodeCode Available	5
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering	Jul 25, 2017	Efficient Neural NetworkFeature Engineering	CodeCode Available	5
Image-to-image translation for cross-domain disentanglement	May 24, 2018	DisentanglementImage-to-Image Translation	CodeCode Available	5
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM Systems	Jul 15, 2024	RAGRetrieval	CodeCode Available	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