Na Liu
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Techniques
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
representation learning
(2)
self-attention mechanism
(1)
probabilistic modeling
(1)
text classification
(1)
neural machine translation
(1)
named entity recognition
(1)
uncertainty sampling
(1)
low-resource language
(1)
long short-term memory
(1)
latent space
(1)
high resolution
(1)
diffusion transformer
(1)
encoder-decoder architecture
(1)
bidirectional lstm
(1)
local intrinsic dimensionality
(1)
morphological tagging
(1)
morphological segmentation
(1)
agglutinative language
(1)
textual adversarial attack
(1)
low-resource machine translation
(1)
Papers
Constraint-Augmented Mongolian-Chinese Neural Machine Translation Based on Dynamic Feedback Alignment (Student Abstract)
AAAI 2026
Morphology-Aware Multi-Granularity Representation Learning for Agglutinative Languages
ACL 2026
A Semantic Uncertainty Sampling Strategy for Back-Translation in Low-Resources Neural Machine Translation
ACL 2025
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
ICML 2024
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations
ACL 2022
Incorporating Inner-word and Out-word Features for Mongolian Morphological Segmentation
COLING 2020