Robust Dependency Parsing.pdf

2020.acl-main.590.pdf
Preview of Robust Dependency Parsing
🔗 Source: aclanthology.org
📊 Size: 638 KB
👤 Author: Xiaoqing Zheng ; Jiehang Zeng ; Yi Zhou ; Cho-Jui Hsieh ; Minhao Cheng ; Xuanjing Huang
⬇️ Downloads: 423

Summary

Researchers propose 2 approaches to generate syntactic adversarial examples for dependency parsing models, finding that up to 77% of input examples can be perturbed to fool a parser, and that including these examples in training can improve the model's robustness without sacrificing performance on clean data.

Description

Researchers propose 2 approaches to generate syntactic adversarial examples for dependency parsing models, finding that up to 77% of input examples can be...

Technical Information

  • File Format: PDF
  • File Size: 638 KB
  • Pages: 11
  • Language: EN
  • Author: Xiaoqing Zheng ; Jiehang Zeng ; Yi Zhou ; Cho-Jui Hsieh ; Minhao Cheng ; Xuanjing Huang
  • Total Downloads: 423
  • Last Updated: 2 weeks ago

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