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

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Showing 3341–3350 of 14297 papers

Title	Date	Tasks	Status
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability	Jul 9, 2024	BenchmarkingDecoder	—Unverified
Auto Search Indexer for End-to-End Document Retrieval	Oct 19, 2023	DecoderRetrieval	—Unverified
Dissecting Temporal Understanding in Text-to-Audio Retrieval	Sep 1, 2024	AudioCapsRetrieval	—Unverified
Accommodation of Conversational Code-Choice	Jul 1, 2018	Information RetrievalRetrieval	—Unverified
Dissecting the impact of different loss functions with gradient surgery	Jan 27, 2022	Image RetrievalMetric Learning	—Unverified
Distance-based Composable Representations with Neural Networks	Sep 25, 2019	image-classificationImage Classification	—Unverified
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation	May 1, 2024	RetrievalText Augmentation	—Unverified
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation	Jun 27, 2024	AutoMLEfficient Exploration	—Unverified
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism	Jan 25, 2018	Information RetrievalRetrieval	—Unverified
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality	Nov 18, 2024	Entity LinkingKnowledge Graph Embeddings	—Unverified

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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