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 4276–4300 of 14297 papers

Title	Date	Tasks	Status	Hype
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer	Dec 14, 2023	Cross-Lingual TransferCross-Modal Retrieval	—Unverified	0
CartoMark: a benchmark dataset for map pattern recognition and 1 map content retrieval with machine intelligence	Dec 14, 2023	RetrievalScene Classification	—Unverified	0
Look Before You Leap: A Universal Emergent Decomposition of Retrieval Tasks in Language Models	Dec 13, 2023	AttributeQuestion Answering	CodeCode Available	0
Advancements in Content-Based Image Retrieval: A Comprehensive Survey of Relevance Feedback Techniques	Dec 13, 2023	Active LearningContent-Based Image Retrieval	—Unverified	0
Occupancy Detection Based on Electricity Consumption	Dec 13, 2023	Change Point DetectionRetrieval	—Unverified	0
Large Language Model Enhanced Multi-Agent Systems for 6G Communications	Dec 13, 2023	Language ModelingLanguage Modelling	—Unverified	0
New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns	Dec 13, 2023	Information RetrievalRetrieval	—Unverified	0
C-BEV: Contrastive Bird's Eye View Training for Cross-View Image Retrieval and 3-DoF Pose Estimation	Dec 13, 2023	Image RetrievalPose Estimation	—Unverified	0
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	Dec 12, 2023	Information RetrievalRepresentation Learning	CodeCode Available	2
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	0
Large Foundation Models for Power Systems	Dec 12, 2023	RetrievalScheduling	CodeCode Available	1
Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices	Dec 12, 2023	Retrieval	—Unverified	0
Contextually Affinitive Neighborhood Refinery for Deep Clustering	Dec 12, 2023	ClusteringDeep Clustering	CodeCode Available	1
Towards Faster k-Nearest-Neighbor Machine Translation	Dec 12, 2023	Machine TranslationRetrieval	—Unverified	0
SGLang: Efficient Execution of Structured Language Model Programs	Dec 12, 2023	Few-Shot LearningLanguage Modeling	CodeCode Available	6
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images	Dec 12, 2023	BenchmarkingRetrieval	—Unverified	0
Multi-Granularity Framework for Unsupervised Representation Learning of Time Series	Dec 12, 2023	Decision MakingRepresentation Learning	—Unverified	0
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment Retrieval	Dec 12, 2023	Contrastive LearningMoment Retrieval	CodeCode Available	0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization	Dec 12, 2023	Action LocalizationClustering	CodeCode Available	0
Adaptive Confidence Multi-View Hashing for Multimedia Retrieval	Dec 12, 2023	Retrieval	CodeCode Available	1
Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval	Dec 12, 2023	Adversarial DefenseImage Retrieval	CodeCode Available	1
Interfacing Foundation Models' Embeddings	Dec 12, 2023	DecoderImage Segmentation	CodeCode Available	1
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment	Dec 12, 2023	image-classificationImage Classification	—Unverified	0
Calibration-free quantitative phase imaging in multi-core fiber endoscopes using end-to-end deep learning	Dec 12, 2023	Retrieval	—Unverified	0
RAFIC: Retrieval-Augmented Few-shot Image Classification	Dec 11, 2023	ClassificationFew-Shot Image Classification	CodeCode Available	0

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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