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 4526–4550 of 14297 papers

Title	Date	Tasks	Status	Score
Hybrid and Collaborative Passage Reranking	May 16, 2023	Passage RerankingPassage Retrieval	CodeCode Available	5
How Different are Pre-trained Transformers for Text Ranking?	Apr 5, 2022	Passage RetrievalRetrieval	CodeCode Available	5
Central Similarity Quantization for Efficient Image and Video Retrieval	Aug 1, 2019	QuantizationRetrieval	CodeCode Available	5
How convolutional neural network see the world - A survey of convolutional neural network visualization methods	Apr 30, 2018	Image Retrievalobject-detection	CodeCode Available	5
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	5
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval	Nov 13, 2024	Image RetrievalMultiple Instance Learning	CodeCode Available	5
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval	May 24, 2017	Image RetrievalRetrieval	CodeCode Available	5
HoloFace: Augmenting Human-to-Human Interactions on HoloLens	Feb 1, 2018	AttributeEmotion Recognition	CodeCode Available	5
How Train-Test Leakage Affects Zero-shot Retrieval	Jun 29, 2022	Retrieval	CodeCode Available	5
Patch-Based Holographic Image Sensing	Feb 9, 2020	Retrieval	CodeCode Available	5
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models	Sep 14, 2022	Information RetrievalRetrieval	CodeCode Available	5
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual Assistance	Nov 30, 2023	Image RetrievalRetrieval	CodeCode Available	5
Holographic single particle imaging for weakly scattering, heterogeneous nanoscale objects	Oct 19, 2022	Retrieval	CodeCode Available	5
Reverse-Engineering the Retrieval Process in GenIR Models	Mar 25, 2025	DecoderInformation Retrieval	CodeCode Available	5
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
Human-in-the-loop Machine Translation with Large Language Model	Oct 13, 2023	In-Context LearningLanguage Modeling	CodeCode Available	5
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations	Oct 18, 2022	Formreinforcement-learning	CodeCode Available	5
Hierarchical Similarity Learning for Language-based Product Image Retrieval	Feb 18, 2021	Image RetrievalRetrieval	CodeCode Available	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	CodeCode Available	5
A General-Purpose Multilingual Document Encoder	May 11, 2023	Cross-Lingual TransferDocument Classification	CodeCode Available	5
Hierarchical Relational Networks for Group Activity Recognition and Retrieval	Sep 1, 2018	Activity RecognitionDenoising	CodeCode Available	5
End-to-End Open Vocabulary Keyword Search	Aug 23, 2021	Retrieval	CodeCode Available	5
End-to-End Open-Domain Question Answering with BERTserini	Feb 5, 2019	ArticlesInformation Retrieval	CodeCode Available	5
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	5
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models	Dec 20, 2019	Language ModelingLanguage Modelling	CodeCode Available	5

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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