Songming Zhang

23 papers A* 2B 1Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	KDFlow: A User-Friendly and Efficient Knowledge Distillation Framework for Large Language Models. CoRR Songming Zhang, Xue Zhang, Tong Zhang, Bojie Hu, Yufeng Chen, Jinan Xu
2025	J	`jnl`	A Dual-Space Framework for General Knowledge Distillation of Large Language Models. CoRR Xuejie Zhang, Songming Zhang, Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou
2025	—	`conf`	AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation. ACL (1) Songming Zhang, Xue Zhang, Tong Zhang, Bojie Hu, Yufeng Chen, Jinan Xu
2025	J	`jnl`	AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation. CoRR Songming Zhang, Xue Zhang, Tong Zhang, Bojie Hu, Yufeng Chen, Jinan Xu
2025	—	`conf`	CM-Align: Consistency-based Multilingual Alignment for Large Language Models. EMNLP (Findings) Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
2025	J	`jnl`	CM-Align: Consistency-based Multilingual Alignment for Large Language Models. CoRR Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
2025	—	`conf`	Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts. ACL (1) Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
2025	J	`jnl`	Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts. CoRR Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
2025	B	`conf`	Multilingual Knowledge Editing with Language-Agnostic Factual Neurons. COLING Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
2025	J	`jnl`	Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning. CoRR Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Kaiyu Huang, Yufeng Chen, Jinan Xu, Jie Zhou
2024	A*	`conf`	Dual-Space Knowledge Distillation for Large Language Models. EMNLP Songming Zhang, Xue Zhang, Zengkui Sun, Yufeng Chen, Jinan Xu
2024	J	`jnl`	Dual-Space Knowledge Distillation for Large Language Models. CoRR Songming Zhang, Xue Zhang, Zengkui Sun, Yufeng Chen, Jinan Xu
2024	J	`jnl`	Multilingual Knowledge Editing with Language-Agnostic Factual Neurons. CoRR Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
2023	A*	`conf`	A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation. EMNLP Xue Zhang, Songming Zhang, Yunlong Liang, Yufeng Chen, Jian Liu, Wenjuan Han, Jinan Xu
2023	J	`jnl`	A Quality-based Syntactic Template Retriever for Syntactically-controlled Paraphrase Generation. CoRR Xue Zhang, Songming Zhang, Yunlong Liang, Yufeng Chen, Jian Liu, Wenjuan Han, Jinan Xu
2023	—	`conf`	Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation. ACL (1) Songming Zhang, Yunlong Liang, Shuaibo Wang, Yufeng Chen, Wenjuan Han, Jian Liu, Jinan Xu
2023	J	`jnl`	Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation. CoRR Songming Zhang, Yunlong Liang, Shuaibo Wang, Wenjuan Han, Jian Liu, Jinan Xu, Yufeng Chen
2022	—	`conf`	Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets. AACL/IJCNLP (2) Shuaibo Wang, Yufeng Chen, Songming Zhang, Deyi Xiong, Jinan Xu
2022	—	`conf`	Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. ACL (1) Songming Zhang, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jian Liu, Jie Zhou
2022	J	`jnl`	Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. CoRR Songming Zhang, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jian Liu, Jie Zhou
2022	J	`jnl`	Exploiting Morpheme and Cross-lingual Knowledge to Enhance Mongolian Named Entity Recognition. ACM Trans. Asian Low Resour. Lang. Inf. Process. Songming Zhang, Ying Zhang, Yufeng Chen, Du Wu, Jinan Xu, Jian Liu
2022	—	`conf`	Improved Data Augmentation for Translation Suggestion. WMT Hongxiao Zhang, Siyu Lai, Songming Zhang, Hui Huang, Yufeng Chen, Jinan Xu, Jian Liu
2022	J	`jnl`	Improved Data Augmentation for Translation Suggestion. CoRR Hongxiao Zhang, Siyu Lai, Songming Zhang, Hui Huang, Yufeng Chen, Jinan Xu, Jian Liu