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 661–670 of 14297 papers

Title	Date	Tasks	Status	Hype
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs	Apr 5, 2025	Information RetrievalPassage Reranking	—Unverified	0
UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training	Apr 5, 2025	ArticlesQuestion Answering	—Unverified	0
Towards Robust Offline Evaluation: A Causal and Information Theoretic Framework for Debiasing Ranking Systems	Apr 4, 2025	Retrieval	—Unverified	0
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline	Apr 4, 2025	Information RetrievalRetrieval	—Unverified	0
Learning Sparse Disentangled Representations for Multimodal Exclusion Retrieval	Apr 4, 2025	Cross-Modal RetrievalDisentanglement	—Unverified	0
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation	Apr 4, 2025	ClusteringHallucination	CodeCode Available	1
Generative AI Enhanced Financial Risk Management Information Retrieval	Apr 4, 2025	Information RetrievalManagement	CodeCode Available	0
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models	Apr 4, 2025	RetrievalWeather Forecasting	—Unverified	0
Practical Poisoning Attacks against Retrieval-Augmented Generation	Apr 4, 2025	HallucinationRAG	—Unverified	0
REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval	Apr 4, 2025	Computational EfficiencyContent-Based Image Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 67 of 1430Next →

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