Pengzhi Gao
10 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(9)
Deep Learning
(7)
Machine Learning
(7)
Applications Β· Natural Language Processing
(7)
Resources & Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Computer Science
(1)
Interdisciplinary
(1)
Applications Β· Computer Science
(1)
Keywords
large language model
(3)
zero-shot translation
(2)
text generation
(2)
neural machine translation
(2)
cross-lingual consistency
(2)
cross-lingual transfer
(2)
text retrieval
(1)
multilingual translation
(1)
natural language processing
(1)
multilingual machine translation
(1)
error detection
(1)
output distribution
(1)
sparse activation
(1)
language model
(1)
data representation
(1)
mixture of expert
(1)
latent space
(1)
empirical study
(1)
consistency regularization
(1)
modality gap
(1)
Papers
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism
EMNLP 2025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study
NAACL 2025
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation
NAACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
Mixture of Diverse Size Experts
EMNLP 2024
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization
ACL 2023
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization
EMNLP 2023
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation
NAACL 2022
Mixup Decoding for Diverse Machine Translation
EMNLP 2021
A Data-Centric Framework for Composable NLP Workflows
EMNLP 2020