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 3791–3800 of 14297 papers

Title	Date	Tasks	Status	Hype
Aligning Language Models for Versatile Text-based Item Retrieval	Feb 29, 2024	Retrieval	—Unverified	0
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval	Feb 29, 2024	Retrieval	—Unverified	0
Dual Operating Modes of In-Context Learning	Feb 29, 2024	In-Context LearningRetrieval	CodeCode Available	1
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines	Feb 29, 2024	RAGRetrieval	—Unverified	0
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers	Feb 29, 2024	RetrievalText Retrieval	CodeCode Available	4
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval	Feb 29, 2024	Language ModelingLanguage Modelling	—Unverified	0
Retrieval-Augmented Generation for AI-Generated Content: A Survey	Feb 29, 2024	Information RetrievalLarge Language Model	CodeCode Available	5
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding	Feb 28, 2024	document understandingInformation Retrieval	CodeCode Available	1
RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval	Feb 28, 2024	RAGRetrieval	CodeCode Available	1
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic	Feb 28, 2024	Automated Theorem ProvingInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 380 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