Haipeng Sun
12 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Venues
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Research topics
Natural Language Processing
(10)
Machine Learning
(8)
Learning Types · Machine Learning
(8)
Applications
(7)
Deep Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Generation
(3)
Architectures
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
neural machine translation
(4)
contrastive learning
(3)
task-oriented dialog
(3)
unsupervised neural machine translation
(3)
low-resource language
(3)
unsupervised translation
(2)
multilingual translation
(2)
representation learning
(2)
neural network
(2)
unsupervised learning
(2)
dialog system
(2)
dialogue state tracking
(2)
dialog state tracking
(2)
semantic parsing
(1)
text generation
(1)
transfer learning
(1)
few-shot learning
(1)
machine translation
(1)
text understanding
(1)
knowledge distillation
(1)
Papers
Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning
COLING 2025
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog
ACL 2023
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking
ACL 2023
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog
NAACL 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking
AACL 2022
OPERA: Operation-Pivoted Discrete Reasoning over Text
NAACL 2022
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios
NAACL 2021
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation
ACL 2020
Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training
COLING 2020
English-Myanmar Supervised and Unsupervised NMT: NICT’s Machine Translation Systems at WAT-2019
EMNLP 2019
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
ACL 2019
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation
ACL 2019