Lichao Zhu
8 papers · 2021–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Unstoppable · Bronze
Venues
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Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Applications
(6)
Deep Learning
(5)
Application Areas
(5)
Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core AI
(2)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Techniques
(1)
Keywords
neural machine translation
(8)
machine translation
(3)
terminology translation
(2)
domain adaptation
(2)
biomedical translation
(2)
synthetic data generation
(1)
bias mitigation
(1)
model fine-tuning
(1)
training loss
(1)
encoder-decoder architecture
(1)
information flow
(1)
data filtering
(1)
gender bia
(1)
pre-trained transformer
(1)
probing technique
(1)
fine-tuning strategy
(1)
translation error
(1)
text genre
(1)
large language model
(1)
neural network
(1)
Papers
Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task
EMNLP 2025
Enhancing Translation Quality: A Comparative Study of Fine-Tuning and Prompt Engineering in Dialog-Oriented Machine Translation Systems. Insights from the MULTITAN-GML Team
EMNLP 2024
Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies
EMNLP 2023
The MAKE-NMTVIZ System Description for the WMT23 Literary Task
EMNLP 2023
Analyzing Gender Translation Errors to Identify Information Flows between the Encoder and Decoder of a NMT System
EMNLP 2022
The SPECTRANS System Description for the WMT22 Biomedical Task
EMNLP 2022
Screening Gender Transfer in Neural Machine Translation
EMNLP 2021
The SPECTRANS System Description for the WMT21 Terminology Task
EMNLP 2021