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 4021–4030 of 14297 papers

Title	Date	Tasks	Status	Score
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use	May 4, 2025	Knowledge GraphsLegal Reasoning	CodeCode Available	5
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks	Jan 28, 2025	Language ModelingLanguage Modelling	CodeCode Available	5
A Survey of Generative Information Retrieval	Jun 3, 2024	Information RetrievalMulti-Task Learning	CodeCode Available	5
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages	Dec 15, 2023	Information RetrievalMachine Translation	CodeCode Available	5
Unipa-GPT: Large Language Models for university-oriented QA in Italian	Jul 19, 2024	ChatbotInformation Retrieval	CodeCode Available	5
Response Selection with Topic Clues for Retrieval-based Chatbots	Apr 30, 2016	Retrieval	CodeCode Available	5
Result Diversification in Search and Recommendation: A Survey	Dec 29, 2022	DiversityRetrieval	CodeCode Available	5
Aligning Hyperbolic Representations: an Optimal Transport-based approach	Dec 2, 2020	Domain AdaptationOntology Matching	CodeCode Available	5
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs	Dec 8, 2021	Data-to-Text GenerationRetrieval	CodeCode Available	5
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation	May 23, 2023	In-Context LearningMachine Translation	CodeCode Available	5

Show:10 25 50

← PrevPage 403 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