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 3991–4000 of 14297 papers

Title	Date	Tasks	Status	Score
Considering Length Diversity in Retrieval-Augmented Summarization	Mar 12, 2025	DiversityInformativeness	CodeCode Available	5
Information-Theoretic Active Learning for Content-Based Image Retrieval	Sep 7, 2018	Active LearningBinary Classification	CodeCode Available	5
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning	Jan 31, 2020	BIG-bench Machine Learningglobal-optimization	CodeCode Available	5
Information-Theoretic Generative Clustering of Documents	Dec 18, 2024	ClusteringRetrieval	CodeCode Available	5
ConQueR: Contextualized Query Reduction using Search Logs	May 22, 2023	Language ModelingLanguage Modelling	CodeCode Available	5
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models	Nov 29, 2020	Retrieval	CodeCode Available	5
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM Judges	Dec 6, 2024	BenchmarkingRetrieval	CodeCode Available	5
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization	May 10, 2019	Anomaly DetectionRetrieval	CodeCode Available	5
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated Epidemics	Apr 19, 2020	Information RetrievalRetrieval	CodeCode Available	5
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw	Jun 22, 2021	Information RetrievalRetrieval	CodeCode Available	5

Show:10 25 50

← PrevPage 400 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