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SHARP: Search-Based Adversarial Attack for Structured Prediction
会议论文
FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: NAACL 2022 - FINDINGS, Seattle, WA, United states, July 10, 2022 - July 15, 2022
作者:
Zhang, Liwen
;
Jia, Zixia
;
Han, Wenjuan
;
Zheng, Zilong
;
Tu, Kewei
Adobe PDF(1390Kb)
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收藏
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浏览/下载：445/0
|
提交时间：2022/09/23
Computational linguistics
Forecasting
Attack methods
Black boxes
Objective functions
Optimization problems
Prediction modelling
Quality issues
Search based optimizations
Search-based
Small perturbations
Structured prediction
Structural knowledge distillation: Tractably distilling information for structured predictor
会议论文
ACL-IJCNLP 2021 - 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, PROCEEDINGS OF THE CONFERENCE, Virtual, Online, August 1, 2021 - August 6, 2021
作者:
Wang, Xinyu
;
Jiang, Yong
;
Yan, Zhaohui
;
Jia, Zixia
;
Bach, Nguyen
Adobe PDF(370Kb)
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收藏
|
浏览/下载：578/0
|
提交时间：2021/12/03
Computational linguistics
Distillation
Entropy
Students
Critical technique
Cross entropy
Fine grained
Large models
Objective functions
Output distribution
Prediction problem
Structural knowledge
Structured prediction
Teachers'
Multi-view cross-lingual structured prediction with minimum supervision
会议论文
ACL-IJCNLP 2021 - 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, PROCEEDINGS OF THE CONFERENCE, Virtual, Online, August 1, 2021 - August 6, 2021
作者:
Hu, Zechuan
;
Jiang, Yong
;
Bach, Nguyen
;
Wang, Tao
;
Huang, Zhongqiang
Adobe PDF(1350Kb)
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收藏
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浏览/下载：489/0
|
提交时间：2021/12/03
Computational linguistics
Learning systems
Cross
lingual
Multi
views
Multiple source
Performance
Prediction problem
Quality modeling
Source language
Source models
Structured prediction
Transfer learning
Automated concatenation of embeddings for structured prediction
会议论文
ACL-IJCNLP 2021 - 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, PROCEEDINGS OF THE CONFERENCE, Virtual, Online, August 1, 2021 - August 6, 2021
作者:
Wang, Xinyu
;
Jiang, Yong
;
Bach, Nguyen
;
Wang, Tao
;
Huang, Zhongqiang
Adobe PDF(559Kb)
|
收藏
|
浏览/下载：440/0
|
提交时间：2021/12/03
Computational linguistics
Forecasting
Reinforcement learning
'current
Embeddings
Neural architectures
Prediction tasks
Recent progress
State
of
the
art performance
Structured prediction
Task modelling
Task
based
Word representations
Adversarial attack and defense of structured prediction models
会议论文
EMNLP 2020 - 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS OF THE CONFERENCE, Virtual, Online, November 16, 2020 - November 20, 2020
作者:
Han, Wenjuan
;
Zhang, Liwen
;
Jiang, Yong
;
Tu, Kewei
Adobe PDF(867Kb)
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收藏
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浏览/下载：412/1
|
提交时间：2022/12/09
Classification (of information)
Computational linguistics
Forecasting
Natural language processing systems
Dependency parsing
Learn+
Multiple references
Prediction modelling
Prediction tasks
Reference modeling
Sequence models
Small perturbations
Structured prediction
Unified framework
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