Dingcheng Li
16 papers · 2011–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (6) π Academic Marathon (12) πΊοΈ Taxonomy Completionist (41)
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Hot Topic Early Bird
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Conference Polyglot
(6)
π
Academic Marathon
(12)
π€
Dynamic Duo
(10)
β‘
Prolific Year
(6)
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Century Club
(16)
ποΈ
Keyword Collector
(77)
π₯
Unstoppable
(5)
Conferences
EMNLP (6)
NAACL (4)
AAAI (2)
ACL (2)
CONLL (1)
WACV (1)
Top co-authors
Keywords
catastrophic forgetting
(4)
continual learning
(3)
text generation
(3)
variational autoencoder
(2)
disentangled representation
(2)
variational inference
(2)
paraphrase generation
(2)
natural language processing
(1)
reinforcement learning
(1)
model-based planning
(1)
approximate inference
(1)
domain adaptation
(1)
bayesian nonparametrics
(1)
text classification
(1)
representation learning
(1)
natural language generation
(1)
weakly supervised learning
(1)
few-shot learning
(1)
topic modeling
(1)
attention mechanism
(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
EMNLP 2022
PromptGen: Automatically Generate Prompts using Generative Models
NAACL 2022
Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning
NAACL 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation
NAACL 2022
Continual Learning for Natural Language Generations with Transformer Calibration
CONLL 2022
LPC: A Logits and Parameter Calibration Framework for Continual Learning
EMNLP 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
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation
AAAI 2020
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification
EMNLP 2020
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process
NAACL 2019
End-to-end Deep Reinforcement Learning Based Coreference Resolution
ACL 2019
A Pronoun Anaphora Resolution System based on Factorial Hidden Markov Models
ACL 2011