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 451–460 of 14297 papers

Title	Date	Tasks	Status	Hype
Position Interpolation Improves ALiBi Extrapolation	Oct 18, 2023	Language ModellingPosition	CodeCode Available	2
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models	Oct 13, 2023	Knowledge Base Question AnsweringKnowledge Graphs	CodeCode Available	2
VeCLIP: Improving CLIP Training via Visual-enriched Captions	Oct 11, 2023	Image-text RetrievalRetrieval	CodeCode Available	2
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity	Oct 11, 2023	RetrievalSpecificity	CodeCode Available	2
Uni3D: Exploring Unified 3D Representation at Scale	Oct 10, 2023	3D Object ClassificationRetrieval	CodeCode Available	2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering	Sep 29, 2023	Image to textPassage Retrieval	CodeCode Available	2
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models	Sep 26, 2023	Information RetrievalReranking	CodeCode Available	2
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services	Sep 20, 2023	Language ModellingLarge Language Model	CodeCode Available	2
Optimization of Rank Losses for Image Retrieval	Sep 15, 2023	Image RetrievalRetrieval	CodeCode Available	2
Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications	Sep 11, 2023	Language ModelingLanguage Modelling	CodeCode Available	2

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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