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 2751–2775 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models	May 17, 2023	Retrieval	CodeCode Available	1	5
Linear Segmentation and Segment Significance	Sep 15, 1998	RetrievalSegmentation	CodeCode Available	1	5
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation	Apr 22, 2024	HallucinationRAG	CodeCode Available	1	5
Fine-tuning CNN Image Retrieval with No Human Annotation	Nov 3, 2017	Image RetrievalRetrieval	CodeCode Available	1	5
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training	Jun 4, 2020	Image CaptioningImage Retrieval	CodeCode Available	1	5
MINERS: Multilingual Language Models as Semantic Retrievers	Jun 11, 2024	RetrievalSemantic Retrieval	CodeCode Available	1	5
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method	Oct 22, 2020	BlockingCausal Inference	CodeCode Available	1	5
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval	May 31, 2021	Language ModellingManagement	CodeCode Available	1	5
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer	Dec 16, 2021	Audio ClassificationAudio Tagging	CodeCode Available	1	5
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal	Jul 11, 2024	Image RetrievalRetrieval	CodeCode Available	0	5
Lexically-Accelerated Dense Retrieval	Jul 31, 2023	Retrieval	CodeCode Available	0	5
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis	Jul 1, 2018	Image DescriptionImage Retrieval	CodeCode Available	0	5
Lexicon and Rule-based Word Lemmatization Approach for the Somali Language	Aug 3, 2023	ArticlesInformation Retrieval	CodeCode Available	0	5
Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval	Mar 8, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	0	5
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial Datasets	Jun 25, 2024	RetrievalRetrieval-augmented Generation	CodeCode Available	0	5
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank	Mar 8, 2018	Crowd CountingImage Retrieval	CodeCode Available	0	5
Leveraging Geometry for Shape Estimation from a Single RGB Image	Nov 10, 2021	ObjectRetrieval	CodeCode Available	0	5
Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching	Jan 12, 2021	audio-visual learningMetric Learning	CodeCode Available	0	5
Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically	Nov 1, 2021	Retrieval	CodeCode Available	0	5
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval	May 28, 2021	BIG-bench Machine LearningEdge-computing	CodeCode Available	0	5
BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer	Apr 19, 2023	Dependency ParsingExtractive Question-Answering	CodeCode Available	0	5
Let's Transfer Transformations of Shared Semantic Representations	Mar 2, 2019	AttributeImage Retrieval	CodeCode Available	0	5
Less is More: Rejecting Unreliable Reviews for Product Question Answering	Jul 9, 2020	Community Question AnsweringConformal Prediction	CodeCode Available	0	5
Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness	May 8, 2023	Adversarial TextRetrieval	CodeCode Available	0	5
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning	Aug 1, 2020	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	0	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