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 4161–4170 of 14297 papers

Title	Date	Tasks	Status	Hype
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise	Jan 3, 2024	Information RetrievalRAG	—Unverified	0
Detours for Navigating Instructional Videos	Jan 3, 2024	16kQuestion Answering	—Unverified	0
Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models	Jan 3, 2024	Retrieval	—Unverified	0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs	Jan 3, 2024	Conversational Question AnsweringInformation Retrieval	CodeCode Available	0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)	Jan 3, 2024	Decision MakingInformation Retrieval	CodeCode Available	0
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports	Jan 3, 2024	Action Understandingcounterfactual	CodeCode Available	1
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever	Jan 2, 2024	Language ModellingRetrieval	—Unverified	0
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving	Jan 2, 2024	Autonomous DrivingCaption Generation	—Unverified	0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models	Jan 2, 2024	Financial AnalysisHallucination	CodeCode Available	0
Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D	Jan 1, 2024	3D Object RetrievalDepth Estimation	—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