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Data-Augmentation-Papers

The collection of Data Augmentation Papers

综述

LLM

  • GA-Tag: Data Enrichment with an Automatic Tagging System Utilizing Large Language Models
  • Retrieval-Augmented Multilingual Knowledge Editing 2024 CCF A ACL

关于LLM能根据训练数据推测(生成)出相关的数据的证据

Zero-shot

  • Finetuend Language Models Are Zero-Shot Learners 2022 ICLR

Domian Generalization

Synthetic Data

Applications

  • Low-Resource Languages
  • Fixing Class Imbalance
  • Few-Shot Learning
  • Adversarial Examples

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The collection of Data Enrichment Papers

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