Yuxian Meng
21 papers · 2019–2023 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(17)
Machine Learning
(12)
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(8)
Applications
(7)
Learning Types Β· Machine Learning
(7)
Understanding
(7)
Generation
(6)
Architectures
(5)
Core Methods
(5)
Application Areas
(4)
Resources & Methods
(4)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Keywords
named entity recognition
(6)
machine reading comprehension
(6)
backdoor attack
(3)
chinese language
(3)
machine translation
(3)
text classification
(3)
neural machine translation
(2)
graph neural network
(2)
language modeling
(2)
adversarial attack
(2)
part-of-speech tagging
(2)
chinese word segmentation
(2)
paraphrase generation
(2)
language model
(2)
question answering
(2)
natural language generation
(1)
multilingual nlp
(1)
ensemble learning
(1)
graph representation learning
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model security
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Papers
Defending against Backdoor Attacks in Natural Language Generation
AAAI 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN
ACL 2023
An MRC Framework for Semantic Role Labeling
COLING 2022
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models
ICLR 2022
Dependency Parsing as MRC-based Span-Span Prediction
ACL 2022
Fast Nearest Neighbor Machine Translation
ACL 2022
GNN-LM: Language Modeling based on Global Contexts via GNN
ICLR 2022
Paraphrase Generation as Unsupervised Machine Translation
COLING 2022
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries
COLING 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels
NAACL 2022
BertGCN: Transductive Text Classification by Combining GNN and BERT
ACL 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
ACL 2021
ConRPG: Paraphrase Generation using Contexts as Regularizer
EMNLP 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
EMNLP 2021
Layer-wise Model Pruning based on Mutual Information
EMNLP 2021
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension
EMNLP 2021
A Unified MRC Framework for Named Entity Recognition
ACL 2020
Dice Loss for Data-imbalanced NLP Tasks
ACL 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection
NeurIPS 2020
Glyce: Glyph-vectors for Chinese Character Representations
NeurIPS 2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
ACL 2019