Haiyue Song

@article{song2026optimer,
  title = {OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training},
  author = {Song, Haiyue and Utiyama, Masao},
  journal = {arXiv preprint},
  year = {2026},
}

@inproceedings{song-etal-2025-structured,
  title = {Structured Document Translation via Format Reinforcement Learning},
  author = {Song, Haiyue and Eschbach-Dymanus, Johannes and Kaing, Hour and Honda, Sumire and Tanaka, Hideki and Buschbeck, Bianka and Utiyama, Masao},
  editor = {Inui, Kentaro and Sakti, Sakriani and Wang, Haofen and Wong, Derek F. and Bhattacharyya, Pushpak and Banerjee, Biplab and Ekbal, Asif and Chakraborty, Tanmoy and Singh, Dhirendra Pratap},
  booktitle = {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},
  month = dec,
  year = {2025},
  address = {Mumbai, India},
  publisher = {The Asian Federation of Natural Language Processing and The Association for Computational Linguistics},
  doi = {10.18653/v1/2025.ijcnlp-long.38},
  pages = {677--697},
}

@inproceedings{dabre-song-2024-nicts,
  title = {{NICT}{'}s Cascaded and End-To-End Speech Translation Systems using Whisper and {I}ndic{T}rans2 for the {I}ndic Task},
  author = {Dabre, Raj and Song, Haiyue},
  editor = {Salesky, Elizabeth and Federico, Marcello and Carpuat, Marine},
  booktitle = {Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024)},
  month = aug,
  year = {2024},
  address = {Bangkok, Thailand (in-person and online)},
  publisher = {Association for Computational Linguistics},
  doi = {10.18653/v1/2024.iwslt-1.3},
  pages = {17--22},
}

@inproceedings{song-etal-2024-submerge,
  title = {{S}ub{M}erge: Merging Equivalent Subword Tokenizations for Subword Regularized Models in Neural Machine Translation},
  author = {Song, Haiyue and Meyer, Francois and Dabre, Raj and Tanaka, Hideki and Chu, Chenhui and Kurohashi, Sadao},
  editor = {Scarton, Carolina and Prescott, Charlotte and Bayliss, Chris and Oakley, Chris and Wright, Joanna and Wrigley, Stuart and Song, Xingyi and Gow-Smith, Edward and Bawden, Rachel and S{\'a}nchez-Cartagena, V{\'i}ctor M and Cadwell, Patrick and Lapshinova-Koltunski, Ekaterina and Cabarr{\~a}o, Vera and Chatzitheodorou, Konstantinos and Nurminen, Mary and Kanojia, Diptesh and Moniz, Helena},
  booktitle = {Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)},
  month = jun,
  year = {2024},
  address = {Sheffield, UK},
  publisher = {European Association for Machine Translation (EAMT)},
  pages = {147--163},
}

@inproceedings{meyer-etal-2024-nglueni,
  title = {{NGLUE}ni: Benchmarking and Adapting Pretrained Language Models for Nguni Languages},
  author = {Meyer, Francois and Song, Haiyue and Chakrabarty, Abhisek and Buys, Jan and Dabre, Raj and Tanaka, Hideki},
  editor = {Calzolari, Nicoletta and Kan, Min-Yen and Hoste, Veronique and Lenci, Alessandro and Sakti, Sakriani and Xue, Nianwen},
  booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)},
  month = may,
  year = {2024},
  address = {Torino, Italia},
  publisher = {ELRA and ICCL},
  pages = {12247--12258},
}

@article{song2024diverseg,
  title = {DiverSeg: Leveraging Diverse Segmentations with Cross-granularity Alignment for Neural Machine Translation},
  author = {Song, Haiyue and Mao, Zhuoyuan and Dabre, Raj and Chu, Chenhui and Kurohashi, Sadao},
  journal = {Journal of Natural Language Processing},
  volume = {31},
  number = {1},
  pages = {155--188},
  year = {2024},
  doi = {10.5715/jnlp.31.155},
}

@article{song2023selfseg,
  title = {SelfSeg: A Self-Supervised Sub-Word Segmentation Method for Neural Machine Translation},
  author = {Song, Haiyue and Dabre, Raj and Chu, Chenhui and Kurohashi, Sadao and Sumita, Eiichiro},
  journal = {ACM Transactions on Asian and Low-Resource Language Information Processing},
  volume = {22},
  number = {8},
  articleno = {215},
  numpages = {24},
  issn = {2375-4699},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  month = aug,
  year = {2023},
  doi = {10.1145/3610611}
}

@inproceedings{song-etal-2022-bertseg,
  title = {{BERTS}eg: {BERT} Based Unsupervised Subword Segmentation for Neural Machine Translation},
  author = {Song, Haiyue and Dabre, Raj and Mao, Zhuoyuan and Chu, Chenhui and Kurohashi, Sadao},
  editor = {He, Yulan and Ji, Heng and Li, Sujian and Liu, Yang and Chang, Chua-Hui},
  booktitle = {Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  month = nov,
  year = {2022},
  address = {Online only},
  publisher = {Association for Computational Linguistics},
  doi = {10.18653/v1/2022.aacl-short.12},
  pages = {85--94}
}

@inproceedings{song-etal-2020-coursera,
  title = {Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation},
  author = {Song, Haiyue and Dabre, Raj and Fujita, Atsushi and Kurohashi, Sadao},
  booktitle = {Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020)},
  month = may,
  year = {2020},
  address = {Marseille, France},
  publisher = {European Language Resources Association},
  pages = {3640--3649},
}

@inproceedings{song2018invocation,
  title = {Invocation-driven Neural Approximate Computing with a Multiclass-Classifier and Multiple Approximators},
  author = {Song, Haiyue and Xu, Chengwen and Xu, Qiang and Song, Zhuoran and Jing, Naifeng and Liang, Xiaoyao and Jiang, Li},
  editor = {Bahar, Iris},
  booktitle = {Proceedings of the International Conference on Computer-Aided Design (ICCAD 2018)},
  address = {San Diego, CA, USA},
  month = nov,
  year = {2018},
  publisher = {ACM},
  pages = {50},
  doi = {10.1145/3240765.3240819},
}