Yunlong Liang
27 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(27)
Deep Learning
(18)
Machine Learning
(15)
Learning Types Β· Deep Learning
(13)
Resources & Methods
(12)
Artificial Intelligence
(11)
Applications
(11)
Core AI
(11)
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(11)
Learning Types Β· Machine Learning
(9)
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Keywords
neural machine translation
(8)
cross-lingual summarization
(5)
knowledge distillation
(4)
text summarization
(4)
large language model
(4)
transfer learning
(4)
zero-shot learning
(3)
dialogue translation
(3)
contrastive learning
(3)
machine translation
(3)
dialogue system
(2)
domain adaptation
(2)
mixture of expert
(2)
expert routing
(2)
language model
(2)
context-aware translation
(2)
catastrophic forgetting
(2)
multilingual summarization
(2)
cross-lingual transfer
(2)
multi-task learning
(2)
Papers
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
ACL 2026
An Empirical Study of Many-to-Many Summarization with Large Language Models
ACL 2025
CM-Align: Consistency-based Multilingual Alignment for Large Language Models
EMNLP 2025
DRT: Deep Reasoning Translation via Long Chain-of-Thought
ACL 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
ACL 2025
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons
COLING 2025
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation
ACL 2025
Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation
ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models
ACL 2024
A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation
EMNLP 2023
D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization
EMNLP 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study
EMNLP 2023
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training
ACL 2023
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization
ACL 2023
Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation
ACL 2023
Towards Unifying Multi-Lingual and Cross-Lingual Summarization
ACL 2023
Understanding Translationese in Cross-Lingual Summarization
EMNLP 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models
EMNLP 2023
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
ACL 2022
BJTU-WeChatβs Systems for the WMT22 Chat Translation Task
EMNLP 2022
MSCTD: A Multimodal Sentiment Chat Translation Dataset
ACL 2022
Scheduled Multi-task Learning for Neural Chat Translation
ACL 2022
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis
EMNLP 2021
Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation
AAAI 2021
Modeling Bilingual Conversational Characteristics for Neural Chat Translation
ACL 2021
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation
EMNLP 2021
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis
EMNLP 2019