Dehong Ma
9 papers · 2017–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Topic Evolution
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Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Natural Language Processing
(5)
Applications
(5)
Core Methods
(5)
Architectures
(4)
Artificial Intelligence
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Learning Paradigms
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
sentiment classification
(3)
knowledge distillation
(2)
graph neural network
(2)
interactive learning
(1)
sequence labeling
(1)
text classification
(1)
ensemble learning
(1)
memory efficiency
(1)
aspect-level sentiment classification
(1)
spoken language understanding
(1)
joint learning
(1)
intent detection
(1)
message passing
(1)
context modeling
(1)
sequence-to-sequence learning
(1)
ranking model
(1)
attention mechanism
(1)
masked language modeling
(1)
transfer learning
(1)
feature learning
(1)
Papers
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle
NAACL 2024
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation
EMNLP 2022
Do It Once: An Embarrassingly Simple Joint Matching Approach to Response Selection
ACL 2021
Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding
AAAI 2020
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction
ACL 2019
Text Level Graph Neural Network for Text Classification
EMNLP 2019
Joint Learning for Targeted Sentiment Analysis
EMNLP 2018
Cascading Multiway Attentions for Document-level Sentiment Classification
IJCNLP 2017
Interactive Attention Networks for Aspect-Level Sentiment Classification
IJCAI 2017