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 4676–4700 of 14297 papers

Title	Date	Tasks	Status	Score
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages	Dec 16, 2021	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	CodeCode Available	5
Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval	Dec 22, 2019	Retrievalspeech-recognition	CodeCode Available	5
Equivariant Multi-View Networks	Apr 1, 2019	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
Harnessing Abstractive Summarization for Fact-Checked Claim Detection	Sep 10, 2022	Abstractive Text SummarizationFact Checking	CodeCode Available	5
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	CodeCode Available	5
Hashing with Mutual Information	Mar 2, 2018	Image RetrievalRetrieval	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
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis	Dec 11, 2018	3D Place RecognitionPoint Cloud Retrieval	CodeCode Available	5
Are Large Language Models Good at Utility Judgments?	Mar 28, 2024	Answer GenerationBenchmarking	CodeCode Available	5
Handling Massive N-Gram Datasets Efficiently	Jun 25, 2018	Language ModelingLanguage Modelling	CodeCode Available	5
HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild	Mar 7, 2024	HallucinationQuestion Answering	CodeCode Available	5
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models	Aug 14, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
HashNet: Deep Learning to Hash by Continuation	Feb 2, 2017	BinarizationDeep Learning	CodeCode Available	5
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions	Nov 1, 2023	FairnessRetrieval	CodeCode Available	5
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting	Jul 18, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	5
Error-margin Analysis for Hidden Neuron Activation Labels	May 14, 2024	Information RetrievalRetrieval	CodeCode Available	5
JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation	May 19, 2025	Information RetrievalRetrieval	CodeCode Available	5
ERVD: An Efficient and Robust ViT-Based Distillation Framework for Remote Sensing Image Retrieval	Dec 24, 2024	Image RetrievalRetrieval	CodeCode Available	5
Embedded Named Entity Recognition using Probing Classifiers	Mar 18, 2024	DecoderFact Checking	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
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning	Oct 20, 2024	Image RetrievalImage-text Retrieval	CodeCode Available	5
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks	Jun 11, 2021	Image RetrievalMetric Learning	CodeCode Available	5
Guided Similarity Separation for Image Retrieval	Dec 1, 2019	ClusteringImage Retrieval	CodeCode Available	5
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training	Aug 3, 2022	Genre classificationGraph Neural Network	CodeCode Available	5
Case-Based Reasoning with Language Models for Classification of Logical Fallacies	Jan 27, 2023	Language ModelingLanguage Modelling	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