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 1771–1780 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries	Oct 19, 2022	DecoderDrug Discovery	CodeCode Available	1	5
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition Model	Feb 18, 2019	Retrievaltext-to-speech	CodeCode Available	1	5
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning	Jan 1, 2023	Active LearningMoment Retrieval	CodeCode Available	1	5
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition	Jan 1, 2021	Image-text RetrievalMedical Image Analysis	CodeCode Available	1	5
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering	Jun 9, 2021	Answer GenerationOpen-Domain Question Answering	CodeCode Available	1	5
End-to-End Training of Neural Retrievers for Open-Domain Question Answering	Jan 2, 2021	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1	5
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks	Oct 30, 2022	Computational EfficiencyQuestion Answering	CodeCode Available	1	5
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting	Oct 15, 2023	Conversational SearchLanguage Modeling	CodeCode Available	1	5
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	CodeCode Available	1	5
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models	Oct 15, 2023	CPUGPU	CodeCode Available	1	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