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 476–500 of 14297 papers

Title	Date	Tasks	Status	Hype
Lost in the Middle: How Language Models Use Long Contexts	Jul 6, 2023	Language ModellingPosition	CodeCode Available	2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval	Jul 2, 2023	Biomedical Information RetrievalContrastive Learning	CodeCode Available	2
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models	Jun 27, 2023	Automated Theorem ProvingGPU	CodeCode Available	2
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing	Jun 20, 2023	Cross-Modal RetrievalImage Retrieval	CodeCode Available	2
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing	Jun 19, 2023	ClassificationCross-Modal Retrieval	CodeCode Available	2
RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit	Jun 8, 2023	Answer GenerationFact Checking	CodeCode Available	2
MolFM: A Multimodal Molecular Foundation Model	Jun 6, 2023	Cross-Modal RetrievalKnowledge Graphs	CodeCode Available	2
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors	May 29, 2023	Contrastive LearningImage Reconstruction	CodeCode Available	2
Generating Images with Multimodal Language Models	May 26, 2023	DecoderImage Generation	CodeCode Available	2
Enabling Large Language Models to Generate Text with Citations	May 24, 2023	HallucinationRetrieval	CodeCode Available	2
Lawyer LLaMA Technical Report	May 24, 2023	ArticlesHallucination	CodeCode Available	2
Adapting Language Models to Compress Contexts	May 24, 2023	In-Context LearningLanguage Modeling	CodeCode Available	2
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation	May 23, 2023	FormLanguage Modelling	CodeCode Available	2
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models	May 23, 2023	Retrieval	CodeCode Available	2
Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement	May 20, 2023	Protein DesignRetrieval	CodeCode Available	2
WebCPM: Interactive Web Search for Chinese Long-form Question Answering	May 11, 2023	FormInformation Retrieval	CodeCode Available	2
Active Retrieval Augmented Generation	May 11, 2023	RetrievalRetrieval-augmented Generation	CodeCode Available	2
Autonomous GIS: the next-generation AI-powered GIS	May 10, 2023	Code GenerationInformation Retrieval	CodeCode Available	2
Recommender Systems with Generative Retrieval	May 8, 2023	Recommendation SystemsRetrieval	CodeCode Available	2
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models	May 4, 2023	Information RetrievalOpen-Domain Question Answering	CodeCode Available	2
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis	May 2, 2023	Moment RetrievalMotion Generation	CodeCode Available	2
Huatuo-26M, a Large-scale Chinese Medical QA Dataset	May 2, 2023	Language ModelingLanguage Modelling	CodeCode Available	2
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review	Apr 20, 2023	Autonomous DrivingAutonomous Vehicles	CodeCode Available	2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information	Apr 19, 2023	In-Context LearningRetrieval	CodeCode Available	2
Scaling Transformer to 1M tokens and beyond with RMT	Apr 19, 2023	Language ModelingLanguage Modelling	CodeCode Available	2

Show:10 25 50

← PrevPage 20 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