Mengyu Bu

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (2) EMNLP (1) NAACL (1)

Top co-authors

Yang Feng (4) Hua Wu (1) Zhongjun He (1) Shaolei Zhang (1) Langlin Huang (1) Shuhao Gu (1)

Research topics

Natural Language Processing (4) Resources & Methods (4) Deep Learning (3) Applications (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Learning Types · Deep Learning (2) Architectures (1) Learning Types · Machine Learning (1)

Keywords

representation alignment (2) neural machine translation (2) multilingual translation (2) semantic alignment (1) cross-lingual alignment (1) disentangled representation (1) instruction fine-tuning (1) multilingual generation (1) linguistic feature (1) multilingual neural machine translation (1) zero-shot translation (1) multilingual representation (1) semantic feature (1) multilingual large language model (1) adaptive attention (1) large language model (1) language feature integration (1) multilingual semantic alignment (1) optimal transport (1) byte-level translation (1)

Papers

Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024