Jiachen Du
12 papers · 2017–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24)
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Topic Evolution
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Dynamic Duo
(12)
ποΈ
Keyword Collector
(63)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(9)
Applications
(9)
Deep Learning
(8)
Architectures
(8)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Core Methods
(4)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Techniques
(2)
Data Science & Analytics
(1)
Methods
(1)
Keywords
attention mechanism
(3)
neural network
(3)
sentiment analysis
(3)
dependency parsing
(2)
graph construction
(2)
argumentation mining
(2)
argument mining
(2)
semantic parsing
(1)
eye tracking
(1)
question answering
(1)
reading comprehension
(1)
variational autoencoder
(1)
hierarchical model
(1)
generative framework
(1)
sentiment classification
(1)
recurrent neural network
(1)
latent variable
(1)
eye movement
(1)
directed graph
(1)
emotion recognition
(1)
Papers
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism
EMNLP 2022
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis
EMNLP 2022
A Neural Transition-based Model for Argumentation Mining
ACL 2021
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations
EMNLP 2021
Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis
COLING 2020
Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction
ACL 2020
A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis
EMNLP 2019
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis
ACL 2019
Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates
EMNLP 2018
Variational Autoregressive Decoder for Neural Response Generation
EMNLP 2018
A Question Answering Approach for Emotion Cause Extraction
EMNLP 2017
Stance Classification with Target-specific Neural Attention
IJCAI 2017