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 2781–2790 of 14297 papers

Title	Date	Tasks	Status	Score
Less is More: Rejecting Unreliable Reviews for Product Question Answering	Jul 9, 2020	Community Question AnsweringConformal Prediction	CodeCode Available	5
Adversarial Hubness in Multi-Modal Retrieval	Dec 18, 2024	Image RetrievalInformation Retrieval	CodeCode Available	5
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Apr 20, 2021	Information RetrievalLanguage Modeling	CodeCode Available	5
Let's Transfer Transformations of Shared Semantic Representations	Mar 2, 2019	AttributeImage Retrieval	CodeCode Available	5
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval	May 4, 2023	Image RetrievalRetrieval	CodeCode Available	5
Bottleneck-Minimal Indexing for Generative Document Retrieval	May 12, 2024	Retrieval	CodeCode Available	5
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering	Apr 22, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation	Oct 2, 2024	HallucinationRAG	CodeCode Available	5
A Comparative Study of Feature Types for Age-Based Text Classification	Sep 24, 2020	General ClassificationInformation Retrieval	CodeCode Available	5
Length is a Curse and a Blessing for Document-level Semantics	Oct 24, 2023	Contrastive LearningInformation 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