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 4501–4510 of 14297 papers

Title	Date	Tasks	Status	Score
How Language-Neutral is Multilingual BERT?	Nov 8, 2019	RetrievalSentence	CodeCode Available	5
How should we evaluate supervised hashing?	Sep 21, 2016	General ClassificationRetrieval	CodeCode Available	5
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation	Aug 16, 2024	Distractor GenerationMultiple-choice	CodeCode Available	5
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation	Jul 23, 2024	Empathetic Response GenerationResponse Generation	CodeCode Available	5
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models	Mar 26, 2024	HallucinationInformation Retrieval	CodeCode Available	5
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval	May 24, 2017	Image RetrievalRetrieval	CodeCode Available	5
How convolutional neural network see the world - A survey of convolutional neural network visualization methods	Apr 30, 2018	Image Retrievalobject-detection	CodeCode Available	5
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks	Aug 4, 2017	Retrieval	CodeCode Available	5
How Different are Pre-trained Transformers for Text Ranking?	Apr 5, 2022	Passage RetrievalRetrieval	CodeCode Available	5
How Train-Test Leakage Affects Zero-shot Retrieval	Jun 29, 2022	Retrieval	CodeCode Available	5

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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