Dingcheng Li
15 papers · 2011–2023 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half
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Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(7)
Learning Types · Machine Learning
(7)
Natural Language Processing
(6)
Core Methods
(6)
Deep Learning
(5)
Core AI
(5)
Generation
(5)
Models
(4)
Optimization & Theory
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Learning Paradigms
(2)
Keywords
catastrophic forgetting
(3)
variational inference
(2)
variational autoencoder
(2)
weakly supervised learning
(2)
continual learning
(2)
paraphrase generation
(2)
disentangled representation
(2)
text generation
(2)
natural language processing
(1)
reinforcement learning
(1)
model-based planning
(1)
domain adaptation
(1)
approximate inference
(1)
text classification
(1)
bayesian nonparametrics
(1)
representation learning
(1)
topic modeling
(1)
few-shot learning
(1)
attention mechanism
(1)
policy gradient
(1)
Papers
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-Run Langevin Flow for Approximate Inference
AAAI 2023
Learning Latent Structural Relations With Message Passing Prior
WACV 2023
Continual Learning for Natural Language Generations with Transformer Calibration
CoNLL 2022
Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning
NAACL 2022
LPC: A Logits and Parameter Calibration Framework for Continual Learning
EMNLP 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation
NAACL 2022
PromptGen: Automatically Generate Prompts using Generative Models
NAACL 2022
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation
EMNLP 2021
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems
EMNLP 2021
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation
EMNLP 2021
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification
EMNLP 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation
AAAI 2020
End-to-end Deep Reinforcement Learning Based Coreference Resolution
ACL 2019
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process
NAACL 2019
A Pronoun Anaphora Resolution System based on Factorial Hidden Markov Models
ACL 2011