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 3421–3430 of 14297 papers

Title	Date	Tasks	Status	Hype
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering	Apr 24, 2024	HallucinationQuestion Answering	—Unverified	0
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression	Apr 24, 2024	Information RetrievalInstruction Following	CodeCode Available	0
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System	Apr 24, 2024	Recommendation SystemsRetrieval	—Unverified	0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction	Apr 24, 2024	Fact Checkinggraph construction	—Unverified	0
Retrieval Head Mechanistically Explains Long-Context Factuality	Apr 24, 2024	Continual PretrainingHallucination	CodeCode Available	3
Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for Telecommunications	Apr 24, 2024	RAGRetrieval	CodeCode Available	2
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant	Apr 24, 2024	ChatbotDiversity	—Unverified	0
From Local to Global: A Graph RAG Approach to Query-Focused Summarization	Apr 24, 2024	Query-focused SummarizationQuestion Answering	CodeCode Available	14
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry	Apr 24, 2024	Information RetrievalLanguage Modeling	—Unverified	0
Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval	Apr 23, 2024	Image RetrievalLanguage Modeling	—Unverified	0

Show:10 25 50

← PrevPage 343 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