Ran Song

According to our database, Ran Song authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation.

Shuting Jiang, Ran Song, Yuxin Huang, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DRA: dynamic routing attention for neural machine translation with low-resource languages.

Zhenhan Wang, Ran Song, Zhengtao Yu, Cunli Mao, Shengxiang Gao

Int. J. Mach. Learn. Cybern., October, 2025

MKE-PLLM: A benchmark for multilingual knowledge editing on pretrained large language model.

Ran Song, Shengxiang Gao, Xiaofei Gao, Cunli Mao, Zhengtao Yu

Neurocomputing, 2025

Synthetic Sentiment Cue Enhanced Graph Relation-Attention Network for Aspect-Level Sentiment Analysis.

Hongwei Tang, Haining Yan, Ran Song

IEEE Access, 2025

Topology-Aware Gated Graph Neural Network for Social Bot Detection.

Pi Jiebin, Yantuan Xian, Yuxin Huang, Yan Xiang, Ran Song, Zhengtao Yu

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

SetKE: Knowledge Editing for Knowledge Elements Overlap.

Yifan Wei, Xiaoyan Yu, Ran Song, Hao Peng, Angsheng Li

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing.

Cunli Mao, Xiaofei Gao, Ran Song, Shizhu He, Shengxiang Gao, Kang Liu, Zhengtao Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Multilingual Generative Retrieval via Cross-lingual Semantic Compression.

Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition.

Yang Chen, Shuwan Yang, Yan Xiang, Ran Song, Yuxin Huang, Zhengtao Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Unsupervised Timeline Summarization via Time-Aware Graph Structural Entropy Minimization.

Fan Peng, Yantuan Xian, Hongbin Wang, Yuxin Huang, Ran Song, Zhengtao Yu

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Semantic-aware entity alignment for low resource language knowledge graph.

Junfei Tang, Ran Song, Yuxin Huang, Shengxiang Gao, Zhengtao Yu

Frontiers Comput. Sci., August, 2024

WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment.

Ran Song, Xiang Huang, Hao Peng, Shengxiang Gao, Zhengtao Yu, Philip S. Yu

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Does Large Language Model Contain Task-Specific Neurons?

Ran Song, Shizhu He, Shuting Jiang, Yantuan Xian, Shengxiang Gao, Kang Liu, Zhengtao Yu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model.

Zhiwei Li, Ran Song, Caihong Sun, Wei Xu, Zhengtao Yu, Ji-Rong Wen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Assessing Knowledge Editing in Language Models via Relation Perspective.

Yifan Wei, Xiaoyan Yu, Huanhuan Ma, Fangyu Lei, Yixuan Weng, Ran Song, Kang Liu

CoRR, 2023

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints.

Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.

Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Case2vec: joint variational autoencoder for case text embedding representation.

Ran Song, Shengxiang Gao, Zhengtao Yu, Yafei Zhang, Gaofeng Zhou

Int. J. Mach. Learn. Cybern., 2021

2019

Chinese-Vietnamese News Documents Summarization Based on Feature-related Attention Mechanism.

Jinjuan Wu, Zhengtao Yu, Shengxiang Gao, Junjun Guo, Ran Song

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019