Jianhan Xu
8 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(30)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Natural Language Processing
(4)
Application Areas
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(2)
Resources & Methods
(2)
Understanding
(2)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
text classification
(3)
weight perturbation
(2)
pre-trained language model
(2)
adversarial robustness
(2)
adversarial learning
(2)
nonparametric bayesian
(1)
cross-lingual transfer
(1)
catastrophic forgetting
(1)
natural language processing
(1)
multi-task learning
(1)
bayesian inference
(1)
semantic parsing
(1)
dependency parsing
(1)
adversarial training
(1)
intellectual property
(1)
part-of-speech tagging
(1)
markov chain monte carlo
(1)
parameter efficient
(1)
bayesian model
(1)
online learning
(1)
Papers
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations
ACL 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts
EMNLP 2023
Spiking Convolutional Neural Networks for Text Classification
ICLR 2023
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation
EMNLP 2023
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples
ACL 2022
Weight Perturbation as Defense against Adversarial Word Substitutions
EMNLP 2022
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
EMNLP 2021
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering
EMNLP 2020