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 2421–2430 of 14297 papers

Title	Date	Tasks	Status	Hype
Building A Coding Assistant via the Retrieval-Augmented Language Model	Oct 21, 2024	Code CompletionCode Generation	CodeCode Available	1
Holistic Features are almost Sufficient for Text-to-Video Retrieval	Jan 1, 2024	Retrievaltext similarity	CodeCode Available	1
COLA: A Benchmark for Compositional Text-to-image Retrieval	May 5, 2023	AttributeCoLA	CodeCode Available	1
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval	Sep 27, 2020	Question AnsweringRetrieval	CodeCode Available	1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining	Mar 25, 2024	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?	Apr 19, 2024	In-Context LearningRetrieval	CodeCode Available	1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation	Jun 24, 2024	Information RetrievalRAG	CodeCode Available	1
Clickbait Spoiling via Question Answering and Passage Retrieval	Mar 19, 2022	Passage RetrievalQuestion Answering	CodeCode Available	1
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources	Dec 16, 2021	ArticlesClassification	CodeCode Available	1
Cross-modal Contrastive Learning for Speech Translation	May 5, 2022	Contrastive LearningRetrieval	CodeCode Available	1

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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