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PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for
  Perturbation-Robust Slot Filling

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling

24 August 2022
Guanting Dong
Daichi Guo
Liwen Wang
Xuefeng Li
Zechen Wang
Chen Zeng
Keqing He
Jinzheng Zhao
Hao Lei
Xinyue Cui
Yi Huang
Junlan Feng
Weiran Xu
ArXivPDFHTML

Papers citing "PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling"

5 / 5 papers shown
Title
Revisit Input Perturbation Problems for LLMs: A Unified Robustness
  Evaluation Framework for Noisy Slot Filling Task
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task
Guanting Dong
Jinxu Zhao
Tingfeng Hui
Daichi Guo
Wenlong Wan
...
Yueyan Qiu
Zhuoma Gongque
Keqing He
Zechen Wang
Weiran Xu
AAML
27
19
0
10 Oct 2023
A Multi-Task Semantic Decomposition Framework with Task-specific
  Pre-training for Few-Shot NER
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER
Guanting Dong
Zechen Wang
Jinxu Zhao
Gang Zhao
Daichi Guo
...
Keqing He
Xuefeng Li
Liwen Wang
Xinyue Cui
Weiran Xu
32
19
0
28 Aug 2023
A Prompting-based Approach for Adversarial Example Generation and
  Robustness Enhancement
A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement
Yuting Yang
Pei Huang
Juan Cao
Jintao Li
Yun Lin
J. Dong
Feifei Ma
Jian Zhang
AAML
SILM
36
13
0
21 Mar 2022
Bridge to Target Domain by Prototypical Contrastive Learning and Label
  Confusion: Re-explore Zero-Shot Learning for Slot Filling
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling
Liwen Wang
Xuefeng Li
Jiachi Liu
Keqing He
Yuanmeng Yan
Weiran Xu
VLM
47
24
0
07 Oct 2021
Improving neural networks by preventing co-adaptation of feature
  detectors
Improving neural networks by preventing co-adaptation of feature detectors
Geoffrey E. Hinton
Nitish Srivastava
A. Krizhevsky
Ilya Sutskever
Ruslan Salakhutdinov
VLM
243
7,597
0
03 Jul 2012
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