☕️I'm a fourth-year Ph.D. student in the Research Center for Social Computing and Information Retrieval at Harbin Institute of Technology (HIT, China). My research focuses on Natural Language Processing, specifically on Large Language Models (LLMs) and Neural Machine Translation (NMT). Recently, my research has focused on multi-model collaborative training and inference.
Publications
(2024).
Relay Decoding: Concatenating Large Language Models for Machine Translation.
Under Review.
(2024).
Enabling Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration.
Under Review.
(2024).
Aligning Translation-Specific Understanding to General Understanding in Large Language Models.
Under Review.
(2024).
Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation.
COLING2024.
(2023).
Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations.
EMNLP2023 Findings.
Projects
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A multilingual translation platform supported to translate Chinese to/from other 40 languages.