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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3326–3350 of 14297 papers

Title	Date	Tasks	Status	Score
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval	Dec 6, 2022	Domain GeneralizationNatural Language Inference	CodeCode Available	5
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce	May 17, 2020	AttributeCross-Lingual Information Retrieval	CodeCode Available	5
Learning a Deep Listwise Context Model for Ranking Refinement	Apr 16, 2018	Information RetrievalLearning-To-Rank	CodeCode Available	5
Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images	May 3, 2019	Cross-Modal RetrievalNutrition	CodeCode Available	5
Large Vision-Language Models for Knowledge-Grounded Data Annotation of Memes	Jan 23, 2025	Emotion ClassificationImage Captioning	CodeCode Available	5
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs	Jun 20, 2024	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	5
LaSER: Language-Specific Event Recommendation	Feb 24, 2023	Information RetrievalLearning-To-Rank	CodeCode Available	5
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels	Oct 26, 2024	BenchmarkingInformation Retrieval	CodeCode Available	5
Cross-lingual Information Retrieval with BERT	Apr 24, 2020	Cross-Lingual Information RetrievalDocument Ranking	CodeCode Available	5
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence	Feb 24, 2022	Information RetrievalRetrieval	CodeCode Available	5
LaSO: Label-Set Operations networks for multi-label few-shot learning	Feb 26, 2019	Data AugmentationFew-Shot Learning	CodeCode Available	5
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense Retrieval	May 6, 2023	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	5
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question Answering	May 21, 2024	DiversityInformation Retrieval	CodeCode Available	5
Cross-Lingual Document Retrieval with Smooth Learning	Nov 2, 2020	Information RetrievalRetrieval	CodeCode Available	5
A Multilingual Parallel Corpora Collection Effort for Indian Languages	Jul 15, 2020	Machine TranslationRetrieval	CodeCode Available	5
Cross-lingual Document Retrieval using Regularized Wasserstein Distance	May 11, 2018	Information RetrievalRetrieval	CodeCode Available	5
Dataset Search In Biodiversity Research: Do Metadata In Data Repositories Reflect Scholarly Information Needs?	Feb 27, 2020	Retrieval	CodeCode Available	5
Crosslingual Document Embedding as Reduced-Rank Ridge Regression	Apr 8, 2019	Document Embeddingregression	CodeCode Available	5
An Empirical Study of Retrieval-enhanced Graph Neural Networks	Jun 1, 2022	Graph Neural NetworkGraph Property Prediction	CodeCode Available	5
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded Dialogue	Nov 16, 2021	ArticlesResponse Generation	CodeCode Available	5
Large Scale Multi-Lingual Multi-Modal Summarization Dataset	Feb 13, 2023	ArticlesDecoder	CodeCode Available	5
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval Approach	Jun 10, 2021	Image RetrievalRetrieval	CodeCode Available	5
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	Jun 23, 2023	Language ModelingLanguage Modelling	CodeCode Available	5
Large-Scale Location Recognition and the Geometric Burstiness Problem	Jun 1, 2016	Image RetrievalRe-Ranking	CodeCode Available	5
Cross-lingual Contextualized Phrase Retrieval	Mar 25, 2024	Contrastive LearningLanguage 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