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 2371–2380 of 14297 papers

Title	Date	Tasks	Status	Hype
Referring Expression Generation in Visually Grounded Dialogue with Discourse-aware Comprehension Guiding	Sep 9, 2024	Image RetrievalReferring Expression	CodeCode Available	0
Prim2Room: Layout-Controllable Room Mesh Generation from Primitives	Sep 9, 2024	DiversityRetrieval	—Unverified	0
RAGent: Retrieval-based Access Control Policy Generation	Sep 8, 2024	Domain AdaptationRetrieval	—Unverified	0
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs	Sep 8, 2024	Entity LinkingRAG	CodeCode Available	2
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models	Sep 7, 2024	ChunkingRetrieval	CodeCode Available	3
QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval	Sep 7, 2024	Cross-Lingual Information RetrievalEfficient Exploration	—Unverified	0
Training-free Zero-shot Composed Image Retrieval via Weighted Modality Fusion and Similarity	Sep 7, 2024	Image CaptioningImage Retrieval	CodeCode Available	0
A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval	Sep 7, 2024	Retrieval	—Unverified	0
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support	Sep 6, 2024	Answer GenerationLanguage Modeling	—Unverified	0
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance	Sep 6, 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