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 3001–3025 of 14297 papers

Title	Date	Tasks	Status	Score
Learning Visual Actions Using Multiple Verb-Only Labels	Jul 25, 2019	Action RecognitionCross-Modal Retrieval	CodeCode Available	5
Learning with Average Precision: Training Image Retrieval with a Listwise Loss	Jun 18, 2019	Image RetrievalRetrieval	CodeCode Available	5
Learning to Search in Long Documents Using Document Structure	Jun 9, 2018	Information RetrievalQuestion Answering	CodeCode Available	5
Learning to Retrieve Videos by Asking Questions	May 11, 2022	AI AgentRetrieval	CodeCode Available	5
Learning to Speak and Act in a Fantasy Text Adventure Game	Mar 7, 2019	Retrieval	CodeCode Available	5
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning	Jun 11, 2024	BenchmarkingContrastive Learning	CodeCode Available	5
Learning to Retrieve Engaging Follow-Up Queries	Feb 21, 2023	Retrievalvalid	CodeCode Available	5
A Channel Mix Method for Fine-Grained Cross-Modal Retrieval	Aug 26, 2022	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Learning to Rank Words: Optimizing Ranking Metrics for Word Spotting	Jun 9, 2021	Learning-To-RankRetrieval	CodeCode Available	5
A Deep Relevance Matching Model for Ad-hoc Retrieval	Nov 23, 2017	Ad-Hoc Information RetrievalParaphrase Identification	CodeCode Available	5
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset	Oct 16, 2023	Language ModelingLanguage Modelling	CodeCode Available	5
Learning to Represent Bilingual Dictionaries	Aug 10, 2018	Multi-Task LearningParaphrase Identification	CodeCode Available	5
Learning to Weight for Text Classification	Mar 28, 2019	ClassificationGeneral Classification	CodeCode Available	5
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning	Aug 20, 2021	Image RetrievalMetric Learning	CodeCode Available	5
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation Framework	Feb 20, 2025	BenchmarkingQuestion Answering	CodeCode Available	5
Learning to Learn from Web Data through Deep Semantic Embeddings	Aug 20, 2018	Image RetrievalRetrieval	CodeCode Available	5
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models	Jun 6, 2023	counterfactualData Augmentation	CodeCode Available	5
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation	Jul 1, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
Learning to Locate Visual Answer in Video Corpus Using Question	Oct 11, 2022	Contrastive LearningLanguage Modelling	CodeCode Available	5
An Empathetic AI Coach for Self-Attachment Therapy	Sep 17, 2022	Retrieval	CodeCode Available	5
Benchmarking a transformer-FREE model for ad-hoc retrieval	Apr 1, 2021	BenchmarkingCPU	CodeCode Available	5
Learning to compress and search visual data in large-scale systems	Jan 24, 2019	Compressive SensingDenoising	CodeCode Available	5
Learning to Ask: Question-based Sequential Bayesian Product Search	Aug 30, 2019	Retrieval	CodeCode Available	5
Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB Images	Dec 13, 2022	Keypoint DetectionRetrieval	CodeCode Available	5
Benchmark for Complex Answer Retrieval	May 13, 2017	Information RetrievalRetrieval	CodeCode Available	5

Show:10 25 50

← PrevPage 121 of 572Next →

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