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 4011–4020 of 14297 papers

Title	Date	Tasks	Status
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval	Jul 16, 2024	MemorizationRetrieval	—Unverified
Precise phase retrieval for propagation-based images using discrete mathematics	Jun 14, 2021	Computational EfficiencyComputed Tomography (CT)	—Unverified
Document Network Embedding: Coping for Missing Content and Missing Links	Dec 6, 2019	Information RetrievalMachine Translation	—Unverified
Document Network Projection in Pretrained Word Embedding Space	Jan 16, 2020	ClusteringGeneral Classification	—Unverified
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community	Oct 26, 2018	Information RetrievalRetrieval	—Unverified
Document retrieval and question answering in medical documents. A large-scale corpus challenge.	Sep 1, 2017	Document ClassificationGeneral Classification	—Unverified
Document Retrieval Augmented Fine-Tuning (DRAFT) for safety-critical software assessments	May 2, 2025	Dataset GenerationLanguage Modeling	—Unverified
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries	Jul 11, 2017	Information RetrievalRetrieval	—Unverified
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents	Mar 26, 2025	Language ModelingLanguage Modelling	—Unverified
Analysis of Evolutionary Behavior in Self-Learning Media Search Engines	Nov 22, 2019	Diversityreinforcement-learning	—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