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 4751–4775 of 14297 papers

Title	Date	Tasks	Status	Score
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	CodeCode Available	5
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning	Jul 5, 2024	AllImage Retrieval	CodeCode Available	5
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language Models	Apr 2, 2025	MemorizationRetrieval	CodeCode Available	5
Language-Agnostic Visual-Semantic Embeddings	Oct 1, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications	Nov 14, 2024	Information RetrievalRAG	CodeCode Available	5
Hashing with Binary Matrix Pursuit	Aug 6, 2018	Image RetrievalRetrieval	CodeCode Available	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	CodeCode Available	5
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction	Jul 1, 2019	Bilingual Lexicon InductionRetrieval	CodeCode Available	5
Elastic Functional Coding of Riemannian Trajectories	Mar 7, 2016	Action AnalysisRetrieval	CodeCode Available	5
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles	Nov 22, 2019	Cross-Modal Information RetrievalInformation Retrieval	CodeCode Available	5
Handling Massive N-Gram Datasets Efficiently	Jun 25, 2018	Language ModelingLanguage Modelling	CodeCode Available	5
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning	Oct 23, 2020	3D Shape RetrievalMetric Learning	CodeCode Available	5
Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation	Oct 2, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild	Mar 7, 2024	HallucinationQuestion Answering	CodeCode Available	5
A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer	Dec 15, 2020	Retrieval	CodeCode Available	5
Approaching Human-Level Forecasting with Language Models	Feb 28, 2024	Decision MakingRetrieval	CodeCode Available	5
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models	Dec 7, 2023	Multi-Task LearningPassage Retrieval	CodeCode Available	5
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval	Jan 11, 2023	Graph Neural NetworkImage Retrieval	CodeCode Available	5
Cartesian K-Means	Jun 1, 2013	ClusteringObject Recognition	CodeCode Available	5
EgoPrivacy: What Your First-Person Camera Says About You?	Jun 13, 2025	Retrieval	CodeCode Available	5
Hadamard Wirtinger Flow for Sparse Phase Retrieval	Jun 1, 2020	Retrieval	CodeCode Available	5
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval	Mar 21, 2022	Information RetrievalMath	CodeCode Available	5
Guiding Retrieval using LLM-based Listwise Rankers	Jan 15, 2025	Retrieval	CodeCode Available	5
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models	Aug 14, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding	Dec 27, 2023	3D Classification3D Shape Recognition	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