Pengcheng Yang
24 papers · 2018–2022 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (45) π€ Dynamic Duo (18)
π§
Keyword Pioneer
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Deep Specialist
(10)
π€
Dynamic Duo
(18)
β‘
Prolific Year Β· Prolific
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(124)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(18)
Natural Language Processing
(16)
Deep Learning
(14)
Learning Types Β· Machine Learning
(13)
Applications
(11)
Generation
(11)
Learning Types Β· Deep Learning
(11)
Artificial Intelligence
(10)
Core AI
(10)
Core Methods
(7)
Models
(4)
Reinforcement Learning
(3)
Methods
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Keywords
text generation
(6)
unsupervised learning
(4)
multi-label classification
(3)
reinforcement learning
(3)
content preservation
(3)
label correlation
(2)
commonsense knowledge
(2)
text classification
(2)
neural network
(2)
table-to-text generation
(2)
sentiment modification
(2)
attention mechanism
(2)
sentiment analysis
(2)
gaussian kernel
(2)
sentiment intensity
(2)
word alignment
(1)
hierarchical classification
(1)
representation learning
(1)
natural language generation
(1)
text style transfer
(1)
Papers
Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training
ICLR 2022
Context-Interactive Pre-Training for Document Machine Translation
NAACL 2021
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions
ACL 2021
Multi-Granularity Contrasting for Cross-Lingual Pre-Training
ACL 2021
Rethinking Denoised Auto-Encoding in Language Pre-Training
EMNLP 2021
Visual Agreement Regularized Training for Multi-Modal Machine Translation
AAAI 2020
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification
ACL 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer
IJCAI 2019
Asking Clarification Questions in Knowledge-Based Question Answering
EMNLP 2019
Automatic Generation of Personalized Comment Based on User Profile
ACL 2019
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information
ACL 2019
Enhancing Topic-to-Essay Generation with External Commonsense Knowledge
ACL 2019
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation
ACL 2019
Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling
IJCAI 2019
Learning to Control the Fine-grained Sentiment for Story Ending Generation
ACL 2019
MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction
ACL 2019
Pun-GAN: Generative Adversarial Network for Pun Generation
EMNLP 2019
Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification
EMNLP 2019
Towards Comprehensive Description Generation from Factual Attribute-value Tables
ACL 2019
Towards Fine-grained Text Sentiment Transfer
ACL 2019
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network
ACL 2018
Learning Sentiment Memories for Sentiment Modification without Parallel Data
EMNLP 2018
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification
EMNLP 2018
SGM: Sequence Generation Model for Multi-label Classification
COLING 2018