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 3011–3020 of 14297 papers

Title	Date	Tasks	Status	Score
Learning to Match Mathematical Statements with Proofs	Feb 3, 2021	ArticlesAutomated Theorem Proving	CodeCode Available	5
Learning to Retrieve Videos by Asking Questions	May 11, 2022	AI AgentRetrieval	CodeCode Available	5
Learn to Understand Negation in Video Retrieval	Apr 30, 2022	Natural Language QueriesNegation	CodeCode Available	5
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal	Jul 11, 2024	Image RetrievalRetrieval	CodeCode Available	5
Mitigating Entity-Level Hallucination in Large Language Models	Jul 12, 2024	HallucinationInformation Retrieval	CodeCode Available	5
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation Framework	Feb 20, 2025	BenchmarkingQuestion Answering	CodeCode Available	5
Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB Images	Dec 13, 2022	Keypoint DetectionRetrieval	CodeCode Available	5
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation	Jul 1, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models	Jun 6, 2023	counterfactualData Augmentation	CodeCode Available	5
Learning to Ask: Question-based Sequential Bayesian Product Search	Aug 30, 2019	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