Dehong Ma
11 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (3) πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π§¬
Topic Evolution
π
Century Club
(11)
π₯
Unstoppable
(6)
Conferences
EMNLP (3)
IJCNLP (3)
ACL (2)
AAAI (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
sentiment classification
(3)
graph neural network
(3)
knowledge distillation
(2)
text classification
(2)
online testing
(2)
local feature
(2)
message passing
(1)
sequence labeling
(1)
interactive learning
(1)
spoken language understanding
(1)
joint learning
(1)
intent detection
(1)
memory consumption
(1)
context modeling
(1)
ensemble learning
(1)
masked language modeling
(1)
memory efficiency
(1)
sequence-to-sequence learning
(1)
ranking model
(1)
attention mechanism
(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
IJCNLP 2021
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
Text Level Graph Neural Network for Text Classification
IJCNLP 2019
Joint Learning for Targeted Sentiment Analysis
EMNLP 2018
Interactive Attention Networks for Aspect-Level Sentiment Classification
IJCAI 2017
Cascading Multiway Attentions for Document-level Sentiment Classification
IJCNLP 2017