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 3581–3590 of 14297 papers

Title	Date	Tasks	Status	Hype
Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey	Apr 1, 2024	Reading ComprehensionRetrieval	—Unverified	0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval	Apr 1, 2024	FairnessLearning-To-Rank	—Unverified	0
ARAGOG: Advanced RAG Output Grading	Apr 1, 2024	Document EmbeddingLanguage Modeling	CodeCode Available	2
BERT-Enhanced Retrieval Tool for Homework Plagiarism Detection System	Apr 1, 2024	Retrieval	—Unverified	0
Query Performance Prediction using Relevance Judgments Generated by Large Language Models	Apr 1, 2024	Information RetrievalLanguage Modelling	CodeCode Available	1
On Train-Test Class Overlap and Detection for Image Retrieval	Apr 1, 2024	Image RetrievalRetrieval	CodeCode Available	0
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights	Mar 31, 2024	Legal ReasoningRetrieval	CodeCode Available	0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation	Mar 31, 2024	In-Context LearningRAG	—Unverified	0
Query-driven Relevant Paragraph Extraction from Legal Judgments	Mar 31, 2024	Information Retrievalparameter-efficient fine-tuning	—Unverified	0
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval	Mar 31, 2024	Retrieval	—Unverified	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