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 2691–2700 of 14297 papers

Title	Date	Tasks	Status	Hype
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering	Jul 19, 2024	Domain GeneralizationForm	CodeCode Available	2
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals	Jul 19, 2024	DecoderRetrieval	—Unverified	0
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models	Jul 18, 2024	Decision MakingHallucination	—Unverified	0
Multi-sentence Video Grounding for Long Video Generation	Jul 18, 2024	Moment RetrievalRetrieval	—Unverified	0
Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data	Jul 18, 2024	Language ModellingLarge Language Model	—Unverified	0
Retrieval-Augmented Generation for Natural Language Processing: A Survey	Jul 18, 2024	HallucinationRAG	—Unverified	0
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark	Jul 18, 2024	GPUImage Retrieval	CodeCode Available	1
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn	Jul 18, 2024	AttributeGPU	—Unverified	0
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach	Jul 18, 2024	Multi-hop Question AnsweringQuestion Answering	—Unverified	0
R+X: Retrieval and Execution from Everyday Human Videos	Jul 17, 2024	Imitation LearningIn-Context Learning	—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