Publications

Preprints

2026

1. arXiv

   Rewrite to Translate, Translate to Reward: Reinforcement Learning for Source Rewriting in Machine Translation

   Boxuan Lyu, Haiyue Song, Zhi Qu, Hidetaka Kamigaito, Kotaro Funakoshi, and Manabu Okumura

   arXiv preprint, 2026

   arXiv Bib

   @article{lyu2026rewrite,
     title = {Rewrite to Translate, Translate to Reward: Reinforcement Learning for Source Rewriting in Machine Translation},
     author = {Lyu, Boxuan and Song, Haiyue and Qu, Zhi and Kamigaito, Hidetaka and Funakoshi, Kotaro and Okumura, Manabu},
     journal = {arXiv preprint},
     year = {2026}
   }

2. arXiv

   ExCAM: Explainable Cultural Awareness Metrics

   Christoph Leiter, Haiyue Song, Hour Kaing, Jin Tei, Hideki Tanaka, Masao Utiyama, and Steffen Eger

   arXiv preprint, 2026

   arXiv Bib

   @article{leiter2026excam,
     title = {ExCAM: Explainable Cultural Awareness Metrics},
     author = {Leiter, Christoph and Song, Haiyue and Kaing, Hour and Tei, Jin and Tanaka, Hideki and Utiyama, Masao and Eger, Steffen},
     journal = {arXiv preprint},
     year = {2026}
   }

3. arXiv

   

   OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training

   Haiyue Song and Masao Utiyama

   arXiv preprint, 2026

   arXiv Bib Code

   @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},
   }

4. arXiv

   Is Human Annotation Necessary? Iterative MBR Distillation for Error Span Detection in Machine Translation

   Boxuan Lyu, Haiyue Song, and Zhi Qu

   arXiv preprint, 2026

   arXiv Bib

   @article{lyu2026human,
     title = {Is Human Annotation Necessary? Iterative MBR Distillation for Error Span Detection in Machine Translation},
     author = {Lyu, Boxuan and Song, Haiyue and Qu, Zhi},
     journal = {arXiv preprint},
     year = {2026}
   }

2025

1. arXiv

   Minimum Bayes Risk Decoding for Error Span Detection in Reference-Free Automatic Machine Translation Evaluation

   Boxuan Lyu, Haiyue Song, Hidetaka Kamigaito, Chenchen Ding, Hideki Tanaka, Masao Utiyama, Kotaro Funakoshi, and Manabu Okumura

   arXiv preprint, 2025

   arXiv Bib

   @article{lyu2025mbr,
     title = {Minimum Bayes Risk Decoding for Error Span Detection in Reference-Free Automatic Machine Translation Evaluation},
     author = {Lyu, Boxuan and Song, Haiyue and Kamigaito, Hidetaka and Ding, Chenchen and Tanaka, Hideki and Utiyama, Masao and Funakoshi, Kotaro and Okumura, Manabu},
     journal = {arXiv preprint},
     year = {2025}
   }

2. arXiv

   When Alignment Hurts: Decoupling Representational Spaces in Multilingual Models

   Ahmed Elshabrawy, Hour Kaing, Haiyue Song, Alham Fikri Aji, Hideki Tanaka, Masao Utiyama, and Raj Dabre

   arXiv preprint, 2025

   arXiv Bib

   @article{elshabrawy2025alignment,
     title = {When Alignment Hurts: Decoupling Representational Spaces in Multilingual Models},
     author = {Elshabrawy, Ahmed and Kaing, Hour and Song, Haiyue and Aji, Alham Fikri and Tanaka, Hideki and Utiyama, Masao and Dabre, Raj},
     journal = {arXiv preprint},
     year = {2025}
   }

3. arXiv

   IteRABRe: Iterative Recovery-Aided Block Reduction

   Haryo Akbarianto Wibowo, Haiyue Song, Hideki Tanaka, Masao Utiyama, Alham Fikri Aji, and Raj Dabre

   arXiv preprint, 2025

   arXiv Bib

   @article{wibowo2025iterabre,
     title = {IteRABRe: Iterative Recovery-Aided Block Reduction},
     author = {Wibowo, Haryo Akbarianto and Song, Haiyue and Tanaka, Hideki and Utiyama, Masao and Aji, Alham Fikri and Dabre, Raj},
     journal = {arXiv preprint},
     year = {2025}
   }

Journal Articles

2024

1. JIP

   Bilingual Corpus Mining and Multistage Fine-Tuning for Improving Machine Translation of Lecture Transcripts

   Haiyue Song, Raj Dabre, Chenhui Chu, Atsushi Fujita, and Sadao Kurohashi

   Journal of Information Processing, 2024

   DOI Bib

   @article{song2024bilingual,
     title = {Bilingual Corpus Mining and Multistage Fine-Tuning for Improving Machine Translation of Lecture Transcripts},
     author = {Song, Haiyue and Dabre, Raj and Chu, Chenhui and Fujita, Atsushi and Kurohashi, Sadao},
     journal = {Journal of Information Processing},
     volume = {32},
     pages = {628--640},
     year = {2024},
     doi = {10.2197/ipsjjip.32.628}
   }

2. JNLP

   

   DiverSeg: Leveraging Diverse Segmentations with Cross-granularity Alignment for Neural Machine Translation

   Haiyue Song, Zhuoyuan Mao, Raj Dabre, Chenhui Chu, and Sadao Kurohashi

   Journal of Natural Language Processing, 2024

   DOI Bib HTML

   @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},
   }

2023

1. TALLIP

   

   SelfSeg: A Self-Supervised Sub-Word Segmentation Method for Neural Machine Translation

   Haiyue Song, Raj Dabre, Chenhui Chu, Sadao Kurohashi, and Eiichiro Sumita

   ACM Transactions on Asian and Low-Resource Language Information Processing, Aug 2023

   DOI Bib

   @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}
   }

2. JIP

   Spatial Hierarchical Attention Network Based Video-guided Machine Translation

   Weiqi Gu, Haiyue Song, Chenhui Chu, and Sadao Kurohashi

   Journal of Information Processing, 2023

   DOI Bib HTML

   @article{gu2023spatial,
     title = {Spatial Hierarchical Attention Network Based Video-guided Machine Translation},
     author = {Gu, Weiqi and Song, Haiyue and Chu, Chenhui and Kurohashi, Sadao},
     journal = {Journal of Information Processing},
     volume = {31},
     pages = {299--307},
     year = {2023},
     doi = {10.2197/ipsjjip.31.299},
   }

2019

1. TODAES

   Energy-Efficient and Quality-Assured Approximate Computing Framework Using a Co-Training Method

   Li Jiang, Zhuoran Song, Haiyue Song, Chengwen Xu, Qiang Xu, Naifeng Jing, Weifeng Zhang, and Xiaoyao Liang

   ACM Transactions on Design Automation of Electronic Systems, Aug 2019

   DOI Bib PDF

   @article{jiang2019energy,
     title = {Energy-Efficient and Quality-Assured Approximate Computing Framework Using a Co-Training Method},
     author = {Jiang, Li and Song, Zhuoran and Song, Haiyue and Xu, Chengwen and Xu, Qiang and Jing, Naifeng and Zhang, Weifeng and Liang, Xiaoyao},
     journal = {ACM Transactions on Design Automation of Electronic Systems},
     volume = {24},
     number = {6},
     articleno = {59},
     numpages = {25},
     issn = {1084-4309},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     month = aug,
     year = {2019},
     doi = {10.1145/3342239},
   }

International Conferences

2025

1. IJCNLP-AACL

   

   Structured Document Translation via Format Reinforcement Learning

   Haiyue Song, Johannes Eschbach-Dymanus, Hour Kaing, Sumire Honda, Hideki Tanaka, Bianka Buschbeck, and Masao Utiyama

   In 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, acceptance rate 19% , Dec 2025

   Oral DOI arXiv Bib HTML Code

   Oral presentation at IJCNLP-AACL 2025 (main track, acceptance rate 19%).

   @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},
   }

2. IJCNLP-AACL

   ImageTra: Real-Time Translation for Texts in Image and Video

   Hour Kaing, Jiannan Mao, Haiyue Song, Chenchen Ding, Hideki Tanaka, and Masao Utiyama

   In 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: System Demonstrations, Dec 2025

   DOI Bib HTML

   @inproceedings{kaing-etal-2025-imagetra,
     title = {{I}mage{T}ra: Real-Time Translation for Texts in Image and Video},
     author = {Kaing, Hour and Mao, Jiannan and Song, Haiyue and Ding, Chenchen and Tanaka, Hideki and Utiyama, Masao},
     editor = {Liu, Xuebo and Purwarianti, Ayu},
     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: System Demonstrations},
     month = dec,
     year = {2025},
     address = {Mumbai, India},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2025.ijcnlp-demo.1},
     pages = {1--8},
   }

3. IJCNLP-AACL

   PRALEKHA: Cross-Lingual Document Alignment for Indic Languages

   Sanjay Suryanarayanan, Haiyue Song, Mohammed Safi Ur Rahman Khan, Anoop Kunchukuttan, and Raj Dabre

   In 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, acceptance rate 19% , Dec 2025

   DOI arXiv Bib HTML

   @inproceedings{suryanarayanan-etal-2025-pralekha,
     title = {{PRALEKHA}: Cross-Lingual Document Alignment for {I}ndic Languages},
     author = {Suryanarayanan, Sanjay and Song, Haiyue and Khan, Mohammed Safi Ur Rahman and Kunchukuttan, Anoop and Dabre, Raj},
     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.37},
     pages = {662--676},
   }

4. IJCNLP-AACL

   Multilingual Iterative Model Pruning: What Matters?

   Haryo Akbarianto Wibowo, Haiyue Song, Hideki Tanaka, Masao Utiyama, Alham Fikri Aji, and Raj Dabre

   In 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, acceptance rate 19% , Dec 2025

   DOI Bib HTML

   @inproceedings{wibowo-etal-2025-multilingual,
     title = {Multilingual Iterative Model Pruning: What Matters?},
     author = {Wibowo, Haryo Akbarianto and Song, Haiyue and Tanaka, Hideki and Utiyama, Masao and Aji, Alham Fikri and Dabre, Raj},
     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.32},
     pages = {543--571},
   }

5. EMNLP

   CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation

   Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan, Kareem Elzeky, Henok Biadglign Ademtew, Alham Fikri Aji, Vladimir Araujo, Israel Abebe Azime, and 27 more authors

   In Findings of the Association for Computational Linguistics: EMNLP 2025, Nov 2025

   DOI arXiv Bib HTML

   @inproceedings{villa-cueva-etal-2025-cammt,
     title = {{C}a{MMT}: Benchmarking Culturally Aware Multimodal Machine Translation},
     author = {Villa-Cueva, Emilio and Bolatzhanova, Sholpan and Turmakhan, Diana and Elzeky, Kareem and Ademtew, Henok Biadglign and Aji, Alham Fikri and Araujo, Vladimir and Azime, Israel Abebe and Baek, Jinheon and Belcavello, Frederico and Cristobal, Fermin and Cruz, Jan Christian Blaise and Dabre, Mary and Dabre, Raj and Ehsan, Toqeer and Etori, Naome A and Farooqui, Fauzan and Geng, Jiahui and Ivetta, Guido and Jayakumar, Thanmay and Jeong, Soyeong and Lim, Zheng Wei and Mandal, Aishik and Martinelli, Sof{\'i}a and Mihaylov, Mihail Minkov and Orel, Daniil and Pramanick, Aniket and Purkayastha, Sukannya and Salazar, Israfel and Song, Haiyue and Torrent, Tiago Timponi and Yadeta, Debela Desalegn and Hamed, Injy and Tonja, Atnafu Lambebo and Solorio, Thamar},
     editor = {Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet},
     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025},
     month = nov,
     year = {2025},
     address = {Suzhou, China},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2025.findings-emnlp.1220},
     pages = {22423--22441},
   }

6. MT Summit

   bytF: How Good Are Byte Level N-Gram F-Scores for Automatic Machine Translation Evaluation?

   Raj Dabre, Hour Kaing, and Haiyue Song

   In Proceedings of Machine Translation Summit XX: Volume 1, Jun 2025

   Bib HTML Code

   @inproceedings{dabre-etal-2025-bytf,
     title = {byt{F}: How Good Are Byte Level N-Gram {F}-Scores for Automatic Machine Translation Evaluation?},
     author = {Dabre, Raj and Kaing, Hour and Song, Haiyue},
     editor = {Bouillon, Pierrette and Gerlach, Johanna and Girletti, Sabrina and Volkart, Lise and Rubino, Raphael and Sennrich, Rico and Farinha, Ana C. and Gaido, Marco and Daems, Joke and Kenny, Dorothy and Moniz, Helena and Szoc, Sara},
     booktitle = {Proceedings of Machine Translation Summit XX: Volume 1},
     month = jun,
     year = {2025},
     address = {Geneva, Switzerland},
     publisher = {European Association for Machine Translation},
     pages = {378--387},
   }

7. COLING

   PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation

   Hour Kaing, Raj Dabre, Haiyue Song, Van-Hien Tran, Hideki Tanaka, and Masao Utiyama

   In Proceedings of the 31st International Conference on Computational Linguistics, Jan 2025

   arXiv Bib HTML

   @inproceedings{kaing-etal-2025-prahokbart,
     title = {{P}rahok{BART}: A Pre-trained Sequence-to-Sequence Model for {K}hmer Natural Language Generation},
     author = {Kaing, Hour and Dabre, Raj and Song, Haiyue and Tran, Van-Hien and Tanaka, Hideki and Utiyama, Masao},
     editor = {Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert, Steven},
     booktitle = {Proceedings of the 31st International Conference on Computational Linguistics},
     month = jan,
     year = {2025},
     address = {Abu Dhabi, UAE},
     publisher = {Association for Computational Linguistics},
     pages = {1309--1322},
   }

8. COLING

   Exploiting Word Sense Disambiguation in Large Language Models for Machine Translation

   Van-Hien Tran, Raj Dabre, Hour Kaing, Haiyue Song, Hideki Tanaka, and Masao Utiyama

   In Proceedings of the First Workshop on Language Models for Low-Resource Languages, at COLING 2025 , Jan 2025

   Bib HTML

   @inproceedings{tran-etal-2025-exploiting,
     title = {Exploiting Word Sense Disambiguation in Large Language Models for Machine Translation},
     author = {Tran, Van-Hien and Dabre, Raj and Kaing, Hour and Song, Haiyue and Tanaka, Hideki and Utiyama, Masao},
     editor = {Hettiarachchi, Hansi and Ranasinghe, Tharindu and Rayson, Paul and Mitkov, Ruslan and Gaber, Mohamed and Premasiri, Damith and Tan, Fiona Anting and Uyangodage, Lasitha},
     booktitle = {Proceedings of the First Workshop on Language Models for Low-Resource Languages},
     month = jan,
     year = {2025},
     address = {Abu Dhabi, United Arab Emirates},
     publisher = {Association for Computational Linguistics},
     pages = {135--144},
   }

9. COLING

   Connecting Ideas in ’Lower-Resource’ Scenarios: NLP for National Varieties, Creoles and Other Low-resource Scenarios

   Aditya Joshi, Diptesh Kanojia, Heather Lent, Hour Kaing, and Haiyue Song

   In Tutorial at the 31st International Conference on Computational Linguistics (COLING 2025), 2025

   arXiv Bib

   @inproceedings{joshi2025connecting,
     title = {Connecting Ideas in 'Lower-Resource' Scenarios: NLP for National Varieties, Creoles and Other Low-resource Scenarios},
     author = {Joshi, Aditya and Kanojia, Diptesh and Lent, Heather and Kaing, Hour and Song, Haiyue},
     booktitle = {Tutorial at the 31st International Conference on Computational Linguistics (COLING 2025)},
     year = {2025},
   }

2024

1. NeurIPS

   CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark

   David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo, Santiago Góngora, Aishik Mandal, Sukannya Purkayastha, Jesús-Germán Ortiz-Barajas, Emilio Villa-Cueva, and 68 more authors

   In Advances in Neural Information Processing Systems 37 (NeurIPS 2024), 2024

   Oral arXiv Bib HTML Supp Website

   Oral presentation at NeurIPS 2024.

   @inproceedings{romero2024cvqa,
     title = {{CVQA}: Culturally-diverse Multilingual Visual Question Answering Benchmark},
     author = {Romero, David and Lyu, Chenyang and Wibowo, Haryo Akbarianto and G{\'{o}}ngora, Santiago and Mandal, Aishik and Purkayastha, Sukannya and Ortiz{-}Barajas, Jes{\'{u}}s{-}Germ{\'{a}}n and Villa{-}Cueva, Emilio and Baek, Jinheon and Jeong, Soyeong and Hamed, Injy and Yong, Zheng Xin and Lim, Zheng Wei and Silva, Paula M{\'{o}}nica and Dunstan, Jocelyn and Jouitteau, M{\'{e}}lanie and Meur, David Le and Nwatu, Joan and Batnasan, Ganzorig and Otgonbold, Munkh{-}Erdene and Gochoo, Munkhjargal and Ivetta, Guido and Benotti, Luciana and Alemany, Laura Alonso and Maina, Hern{\'{a}}n and Geng, Jiahui and Torrent, Tiago Timponi and Belcavello, Frederico and Viridiano, Marcelo and Cruz, Jan Christian Blaise and Velasco, Dan John and Ignat, Oana and Burzo, Zara and Whitehouse, Chenxi and Abzaliev, Artem and Clifford, Teresa and Caulfield, Grainne and Lynn, Teresa and Palacios, Christian Salamea and Araujo, Vladimir and Kementchedjhieva, Yova and Mihaylov, Mihail and Azime, Israel Abebe and Ademtew, Henok Biadglign and Balcha, Bontu Fufa and Etori, Naome A. and Adelani, David Ifeoluwa and Mihalcea, Rada and Tonja, Atnafu Lambebo and Cabrera, Maria Camila Buitrago and Vallejo, Gisela and Lovenia, Holy and Zhang, Ruochen and Estecha{-}Garitagoitia, Marcos and Rodr{\'{\i}}guez{-}Cantelar, Mario and Ehsan, Toqeer and Chevi, Rendi and Adilazuarda, Muhammad Farid and Diandaru, Ryandito and Cahyawijaya, Samuel and Koto, Fajri and Kuribayashi, Tatsuki and Song, Haiyue and Khandavally, Aditya and Jayakumar, Thanmay and Dabre, Raj and Imam, Mohamed Fazli Mohamed and Nagasinghe, Kumaranage Ravindu Yasas and Dragonetti, Alina and D'Haro, Luis Fernando and Niyomugisha, Olivier and Gala, Jay and Chitale, Pranjal A. and Farooqui, Fauzan and Solorio, Thamar and Aji, Alham Fikri},
     editor = {Globersons, Amir and Mackey, Lester and Belgrave, Danielle and Fan, Angela and Paquet, Ulrich and Tomczak, Jakub M. and Zhang, Cheng},
     booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024)},
     year = {2024},
   }

2. AMTA

   How Effective is Synthetic Data and Instruction Fine-tuning for Translation with Markup using LLMs?

   Raj Dabre, Haiyue Song, Miriam Exel, Bianka Buschbeck, Johannes Eschbach-Dymanus, and Hideki Tanaka

   In Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), Sep 2024

   Bib HTML

   @inproceedings{dabre-etal-2024-effective,
     title = {How Effective is Synthetic Data and Instruction Fine-tuning for Translation with Markup using {LLM}s?},
     author = {Dabre, Raj and Song, Haiyue and Exel, Miriam and Buschbeck, Bianka and Eschbach-Dymanus, Johannes and Tanaka, Hideki},
     editor = {Knowles, Rebecca and Eriguchi, Akiko and Goel, Shivali},
     booktitle = {Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)},
     month = sep,
     year = {2024},
     address = {Chicago, USA},
     publisher = {Association for Machine Translation in the Americas},
     pages = {73--87},
   }

3. IWSLT

   

   NICT’s Cascaded and End-To-End Speech Translation Systems using Whisper and IndicTrans2 for the Indic Task

   Raj Dabre and Haiyue Song

   In Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024), Aug 2024

   1st place DOI Bib HTML

   Ranked 1st out of 4 teams in the IWSLT 2024 Indic speech translation track.

   @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},
   }

4. EAMT

   

   SubMerge: Merging Equivalent Subword Tokenizations for Subword Regularized Models in Neural Machine Translation

   Haiyue Song, Francois Meyer, Raj Dabre, Hideki Tanaka, Chenhui Chu, and Sadao Kurohashi

   In Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1), Jun 2024

   Bib HTML

   @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},
   }

5. EAMT

   Linguistically Motivated Neural Machine Translation

   Haiyue Song, Hour Kaing, and Raj Dabre

   In Tutorial at the 25th Annual Conference of the European Association for Machine Translation (EAMT 2024), 2024

   Bib PDF Code

   @inproceedings{song2024linguistically,
     title = {Linguistically Motivated Neural Machine Translation},
     author = {Song, Haiyue and Kaing, Hour and Dabre, Raj},
     booktitle = {Tutorial at the 25th Annual Conference of the European Association for Machine Translation (EAMT 2024)},
     year = {2024},
   }

6. KEMT

   Incorporating Hypernym Features for Improving Low-resource Neural Machine Translation

   Abhisek Chakrabarty, Haiyue Song, Raj Dabre, Hideki Tanaka, and Masao Utiyama

   In Proceedings of the First International Workshop on Knowledge-Enhanced Machine Translation, Jun 2024

   Bib HTML

   @inproceedings{chakrabarty-etal-2024-incorporating,
     title = {Incorporating Hypernym Features for Improving Low-resource Neural Machine Translation},
     author = {Chakrabarty, Abhisek and Song, Haiyue and Dabre, Raj and Tanaka, Hideki and Utiyama, Masao},
     editor = {Tezcan, Arda and S{\'a}nchez-Cartagena, V{\'i}ctor M. and Espl{\`a}-Gomis, Miquel},
     booktitle = {Proceedings of the First International Workshop on Knowledge-Enhanced Machine Translation},
     month = jun,
     year = {2024},
     address = {Sheffield, United Kingdom},
     publisher = {European Association for Machine Translation (EAMT)},
     pages = {1--6},
   }

7. LREC-COLING

   

   NGLUEni: Benchmarking and Adapting Pretrained Language Models for Nguni Languages

   Francois Meyer, Haiyue Song, Abhisek Chakrabarty, Jan Buys, Raj Dabre, and Hideki Tanaka

   In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024

   Best Paper Bib HTML Code

   Best Paper Award at AfricaNLP 2024.

   @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},
   }

8. IWSDS

   Enhancing Personality Recognition in Dialogue by Data Augmentation and Heterogeneous Conversational Graph Networks

   Yahui Fu, Haiyue Song, Tianyu Zhao, and Tatsuya Kawahara

   In Proceedings of the 14th International Workshop on Spoken Dialogue Systems Technology (IWSDS 2024), 2024

   arXiv Bib Code

   @inproceedings{fu2024enhancing,
     title = {Enhancing Personality Recognition in Dialogue by Data Augmentation and Heterogeneous Conversational Graph Networks},
     author = {Fu, Yahui and Song, Haiyue and Zhao, Tianyu and Kawahara, Tatsuya},
     booktitle = {Proceedings of the 14th International Workshop on Spoken Dialogue Systems Technology (IWSDS 2024)},
     address = {Sapporo, Japan},
     year = {2024},
   }

2023

1. EMNLP

   GPT-RE: In-context Learning for Relation Extraction using Large Language Models

   Zhen Wan, Fei Cheng, Zhuoyuan Mao, Qianying Liu, Haiyue Song, Jiwei Li, and Sadao Kurohashi

   In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Dec 2023

   DOI arXiv Bib HTML

   @inproceedings{wan-etal-2023-gpt,
     title = {{GPT}-{RE}: In-context Learning for Relation Extraction using Large Language Models},
     author = {Wan, Zhen and Cheng, Fei and Mao, Zhuoyuan and Liu, Qianying and Song, Haiyue and Li, Jiwei and Kurohashi, Sadao},
     editor = {Bouamor, Houda and Pino, Juan and Bali, Kalika},
     booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing},
     month = dec,
     year = {2023},
     address = {Singapore},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2023.emnlp-main.214},
     pages = {3534--3547},
   }

2. ACL

   Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation

   Zhuoyuan Mao, Raj Dabre, Qianying Liu, Haiyue Song, Chenhui Chu, and Sadao Kurohashi

   In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Jul 2023

   DOI Bib HTML

   @inproceedings{mao-etal-2023-exploring,
     title = {Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation},
     author = {Mao, Zhuoyuan and Dabre, Raj and Liu, Qianying and Song, Haiyue and Chu, Chenhui and Kurohashi, Sadao},
     editor = {Rogers, Anna and Boyd-Graber, Jordan and Okazaki, Naoaki},
     booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     month = jul,
     year = {2023},
     address = {Toronto, Canada},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2023.acl-short.112},
     pages = {1300--1316}
   }

3. EAMT

   Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation

   Zhuoyuan Mao, Haiyue Song, Raj Dabre, Chenhui Chu, and Sadao Kurohashi

   In Proceedings of the 1st International Workshop on Multilingual, Multimodal and Multitask Language Generation (Multi3Generation) at EAMT 2023, 2023

   arXiv Bib

   @inproceedings{mao2023variable,
     title = {Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation},
     author = {Mao, Zhuoyuan and Song, Haiyue and Dabre, Raj and Chu, Chenhui and Kurohashi, Sadao},
     booktitle = {Proceedings of the 1st International Workshop on Multilingual, Multimodal and Multitask Language Generation (Multi3Generation) at EAMT 2023},
     year = {2023},
   }

4. EACL

   Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision

   Zhen Wan, Fei Cheng, Qianying Liu, Zhuoyuan Mao, Haiyue Song, and Sadao Kurohashi

   In Findings of the Association for Computational Linguistics: EACL 2023, May 2023

   DOI Bib HTML

   @inproceedings{wan-etal-2023-relation,
     title = {Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision},
     author = {Wan, Zhen and Cheng, Fei and Liu, Qianying and Mao, Zhuoyuan and Song, Haiyue and Kurohashi, Sadao},
     editor = {Vlachos, Andreas and Augenstein, Isabelle},
     booktitle = {Findings of the Association for Computational Linguistics: EACL 2023},
     month = may,
     year = {2023},
     address = {Dubrovnik, Croatia},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2023.findings-eacl.195},
     pages = {2580--2585}
   }

2022

1. AACL

   

   BERTSeg: BERT Based Unsupervised Subword Segmentation for Neural Machine Translation

   Haiyue Song, Raj Dabre, Zhuoyuan Mao, Chenhui Chu, and Sadao Kurohashi

   In 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), Nov 2022

   DOI Bib HTML

   @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}
   }

2. NAACL

   When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?

   Zhuoyuan Mao, Chenhui Chu, Raj Dabre, Haiyue Song, Zhen Wan, and Sadao Kurohashi

   In Findings of the Association for Computational Linguistics: NAACL 2022, Jul 2022

   DOI Bib HTML

   @inproceedings{mao-etal-2022-contrastive,
     title = {When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?},
     author = {Mao, Zhuoyuan and Chu, Chenhui and Dabre, Raj and Song, Haiyue and Wan, Zhen and Kurohashi, Sadao},
     editor = {Carpuat, Marine and de Marneffe, Marie-Catherine and Meza Ruiz, Ivan Vladimir},
     booktitle = {Findings of the Association for Computational Linguistics: NAACL 2022},
     month = jul,
     year = {2022},
     address = {Seattle, United States},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2022.findings-naacl.134},
     pages = {1766--1775}
   }

2021

1. ACL

   Video-guided Machine Translation with Spatial Hierarchical Attention Network

   Weiqi Gu, Haiyue Song, Chenhui Chu, and Sadao Kurohashi

   In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop, Aug 2021

   DOI Bib HTML

   @inproceedings{gu-etal-2021-video,
     title = {Video-guided Machine Translation with Spatial Hierarchical Attention Network},
     author = {Gu, Weiqi and Song, Haiyue and Chu, Chenhui and Kurohashi, Sadao},
     editor = {Kabbara, Jad and Lin, Haitao and Paullada, Amandalynne and Vamvas, Jannis},
     booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop},
     month = aug,
     year = {2021},
     address = {Online},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2021.acl-srw.9},
     pages = {87--92}
   }

2020

1. EMNLP

   A System for Worldwide COVID-19 Information Aggregation

   Akiko Aizawa, Frederic Bergeron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, and 21 more authors

   In Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020, also at the Workshop on NLP for COVID-19 at ACL 2020 , Dec 2020

   DOI Bib HTML Supp Code

   @inproceedings{aizawa-etal-2020-system,
     title = {A System for Worldwide {COVID}-19 Information Aggregation},
     author = {Aizawa, Akiko and Bergeron, Frederic and Chen, Junjie and Cheng, Fei and Hayashi, Katsuhiko and Inui, Kentaro and Ito, Hiroyoshi and Kawahara, Daisuke and Kitsuregawa, Masaru and Kiyomaru, Hirokazu and Kobayashi, Masaki and Kodama, Takashi and Kurohashi, Sadao and Liu, Qianying and Matsubara, Masaki and Miyao, Yusuke and Morishima, Atsuyuki and Murawaki, Yugo and Omura, Kazumasa and Song, Haiyue and Sumita, Eiichiro and Suzuki, Shinji and Tanaka, Ribeka and Tanaka, Yu and Toyoda, Masashi and Ueda, Nobuhiro and Ueoka, Honai and Utiyama, Masao and Zhong, Ying},
     editor = {Verspoor, Karin and Cohen, Kevin Bretonnel and Conway, Michael and de Bruijn, Berry and Dredze, Mark and Mihalcea, Rada and Wallace, Byron},
     booktitle = {Proceedings of the 1st Workshop on {NLP} for {COVID}-19 (Part 2) at {EMNLP} 2020},
     month = dec,
     year = {2020},
     address = {Online},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2020.nlpcovid19-2.13},
   }

2. ACL

   Pre-training via Leveraging Assisting Languages for Neural Machine Translation

   Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, and Eiichiro Sumita

   In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, Jul 2020

   DOI Bib HTML PDF Supp Slides

   @inproceedings{song-etal-2020-pre,
     title = {Pre-training via Leveraging Assisting Languages for Neural Machine Translation},
     author = {Song, Haiyue and Dabre, Raj and Mao, Zhuoyuan and Cheng, Fei and Kurohashi, Sadao and Sumita, Eiichiro},
     booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop},
     month = jul,
     year = {2020},
     address = {Online},
     publisher = {Association for Computational Linguistics},
     doi = {10.18653/v1/2020.acl-srw.37},
     pages = {279--285},
   }

3. LREC

   

   Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation

   Haiyue Song, Raj Dabre, Atsushi Fujita, and Sadao Kurohashi

   In Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020), May 2020

   Bib HTML PDF Code

   @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},
   }

4. LREC

   JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation

   Zhuoyuan Mao, Fabien Cromieres, Raj Dabre, Haiyue Song, and Sadao Kurohashi

   In Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020), May 2020

   Bib HTML PDF

   @inproceedings{mao-etal-2020-jass,
     title = {JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation},
     author = {Mao, Zhuoyuan and Cromieres, Fabien and Dabre, Raj and Song, Haiyue 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 = {3683--3691},
   }

2018

1. ICCAD

   

   Invocation-driven Neural Approximate Computing with a Multiclass-Classifier and Multiple Approximators

   Haiyue Song, Chengwen Xu, Qiang Xu, Zhuoran Song, Naifeng Jing, Xiaoyao Liang, and Li Jiang

   In Proceedings of the International Conference on Computer-Aided Design (ICCAD 2018), Nov 2018

   DOI Bib PDF Slides

   @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},
   }

2. FPGA

   A FPGA Friendly Approximate Computing Framework with Hybrid Neural Networks

   Haiyue Song, Xiang Song, Tianjian Li, Hao Dong, Naifeng Jing, Xiaoyao Liang, and Li Jiang

   In Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2018), abstract only , 2018

   DOI Bib Poster

   @inproceedings{song2018fpga,
     title = {A FPGA Friendly Approximate Computing Framework with Hybrid Neural Networks},
     author = {Song, Haiyue and Song, Xiang and Li, Tianjian and Dong, Hao and Jing, Naifeng and Liang, Xiaoyao and Jiang, Li},
     booktitle = {Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2018)},
     year = {2018},
     pages = {286--286},
     doi = {10.1145/3174243.3174965},
   }

Domestic Conferences (non peer-reviewed)

2026

1. NLP

   FormatRL: Format Reinforcement Learning for Structured Document Translation

   宋 海越, Johannes Eschbach-Dymanus, Hour Kaing, Sumire Honda, 田中 英輝, Bianka Buschbeck, and 内山 将夫

   In 言語処理学会第32回年次大会（NLP2026）, Mar 2026

   Bib

   @inproceedings{song2026formatrlnlp,
     title = {FormatRL: Format Reinforcement Learning for Structured Document Translation},
     author = {{宋 海越} and {Johannes Eschbach-Dymanus} and {Hour Kaing} and {Sumire Honda} and {田中 英輝} and {Bianka Buschbeck} and {内山 将夫}},
     booktitle = {言語処理学会第32回年次大会（NLP2026）},
     address = {宇都宮},
     month = mar,
     year = {2026}
   }

2. NLP

   Profanity as a Cue: When LLMs Mistake Toxicity for Hate

   Haotian Ye, 宋 海越, Hour Kaing, 丁 塵辰, 田中 英輝, and 内山 将夫

   In 言語処理学会第32回年次大会（NLP2026）, Mar 2026

   Bib

   @inproceedings{ye2026profanity,
     title = {Profanity as a Cue: When LLMs Mistake Toxicity for Hate},
     author = {{Haotian Ye} and {宋 海越} and {Hour Kaing} and {丁 塵辰} and {田中 英輝} and {内山 将夫}},
     booktitle = {言語処理学会第32回年次大会（NLP2026）},
     address = {宇都宮},
     month = mar,
     year = {2026}
   }

2025

1. YANS

   生成型自動評価指標のための最小ベイズリスク復号

   呂 博軒, 宋 海越, 上垣外 英剛, 田中 英輝, 内山 将夫, 船越 孝太郎, and 奥村 学

   In 第20回言語処理若手シンポジウム（YANS2025）, 2025

   Bib

   @inproceedings{lyu2025yans,
     title = {生成型自動評価指標のための最小ベイズリスク復号},
     author = {{呂 博軒} and {宋 海越} and {上垣外 英剛} and {田中 英輝} and {内山 将夫} and {船越 孝太郎} and {奥村 学}},
     booktitle = {第20回言語処理若手シンポジウム（YANS2025）},
     year = {2025}
   }

2. NLP

   Towards Scene Text Translation for Complex Writing Systems

   Hour Kaing, 宋 海越, 丁 塵辰, 毛 剣楠, 田中 英輝, and 内山 将夫

   In 言語処理学会第31回年次大会（NLP2025）, Mar 2025

   Bib PDF

   @inproceedings{kaing2025scenetext,
     title = {Towards Scene Text Translation for Complex Writing Systems},
     author = {{Hour Kaing} and {宋 海越} and {丁 塵辰} and {毛 剣楠} and {田中 英輝} and {内山 将夫}},
     booktitle = {言語処理学会第31回年次大会（NLP2025）},
     address = {長崎},
     month = mar,
     year = {2025},
   }

2024

1. NLP

   Robust Neural Machine Translation for Abugidas by Glyph Perturbation

   Hour Kaing, Chenchen Ding, Haiyue Song, Jiannan Mao, Hideki Tanaka, and Masao Utiyama

   In 言語処理学会第30回年次大会（NLP2024）, Mar 2024

   Bib

   @inproceedings{kaing2024robust,
     title = {Robust Neural Machine Translation for Abugidas by Glyph Perturbation},
     author = {Kaing, Hour and Ding, Chenchen and Song, Haiyue and Mao, Jiannan and Tanaka, Hideki and Utiyama, Masao},
     booktitle = {言語処理学会第30回年次大会（NLP2024）},
     address = {神戸},
     month = mar,
     year = {2024}
   }

2023

1. NLP

   Large Pre-trained Language Models with Multilingual Prompt for Japanese Natural Language Tasks

   Haiyue Song, Raj Dabre, Chenhui Chu, and Sadao Kurohashi

   In 言語処理学会第29回年次大会（NLP2023）, Mar 2023

   Bib

   @inproceedings{song2023prompt,
     title = {Large Pre-trained Language Models with Multilingual Prompt for Japanese Natural Language Tasks},
     author = {Song, Haiyue and Dabre, Raj and Chu, Chenhui and Kurohashi, Sadao},
     booktitle = {言語処理学会第29回年次大会（NLP2023）},
     address = {沖縄},
     month = mar,
     year = {2023}
   }

2022

1. NLP

   Representative Data Selection for Sequence-to-Sequence Pre-training

   Haiyue Song, Raj Dabre, Zhuoyuan Mao, Chenhui Chu, and Sadao Kurohashi

   In 言語処理学会第28回年次大会（NLP2022）, Mar 2022

   Bib

   @inproceedings{song2022representative,
     title = {Representative Data Selection for Sequence-to-Sequence Pre-training},
     author = {Song, Haiyue and Dabre, Raj and Mao, Zhuoyuan and Chu, Chenhui and Kurohashi, Sadao},
     booktitle = {言語処理学会第28回年次大会（NLP2022）},
     pages = {1--5},
     month = mar,
     year = {2022}
   }

2. NLP

   Improving Medical Relation Extraction with Distantly Supervised Pre-training

   Zhen Wan, Fei Cheng, Zhuoyuan Mao, Qianying Liu, Haiyue Song, and Sadao Kurohashi

   In 言語処理学会第28回年次大会（NLP2022）, Mar 2022

   Bib

   @inproceedings{wan2022improving,
     title = {Improving Medical Relation Extraction with Distantly Supervised Pre-training},
     author = {Wan, Zhen and Cheng, Fei and Mao, Zhuoyuan and Liu, Qianying and Song, Haiyue and Kurohashi, Sadao},
     booktitle = {言語処理学会第28回年次大会（NLP2022）},
     address = {浜松},
     month = mar,
     year = {2022}
   }

2021

1. NLP

   Self-supervised Dynamic Programming Encoding for Neural Machine Translation

   Haiyue Song, Raj Dabre, Chenhui Chu, Sadao Kurohashi, and Eiichiro Sumita

   In 言語処理学会第27回年次大会（NLP2021）, Mar 2021

   Bib

   @inproceedings{song2021selfsupervised,
     title = {Self-supervised Dynamic Programming Encoding for Neural Machine Translation},
     author = {Song, Haiyue and Dabre, Raj and Chu, Chenhui and Kurohashi, Sadao and Sumita, Eiichiro},
     booktitle = {言語処理学会第27回年次大会（NLP2021）},
     address = {北九州},
     month = mar,
     year = {2021}
   }

2. NLP

   Video-guided Machine Translation with Spatial Hierarchical Attention Network Encoder

   Weiqi Gu, Haiyue Song, Chenhui Chu, and Sadao Kurohashi

   In 言語処理学会第27回年次大会（NLP2021）, Mar 2021

   Bib

   @inproceedings{gu2021videoguided,
     title = {Video-guided Machine Translation with Spatial Hierarchical Attention Network Encoder},
     author = {Gu, Weiqi and Song, Haiyue and Chu, Chenhui and Kurohashi, Sadao},
     booktitle = {言語処理学会第27回年次大会（NLP2021）},
     address = {北九州},
     month = mar,
     year = {2021}
   }

2020

1. NLP

   Domain Adaptation of Neural Machine Translation through Multistage Fine-Tuning

   Haiyue Song, Raj Dabre, Atsushi Fujita, and Sadao Kurohashi

   In 言語処理学会第26回年次大会（NLP2020）, Mar 2020

   Bib PDF

   @inproceedings{song2020domain,
     title = {Domain Adaptation of Neural Machine Translation through Multistage Fine-Tuning},
     author = {Song, Haiyue and Dabre, Raj and Fujita, Atsushi and Kurohashi, Sadao},
     booktitle = {言語処理学会第26回年次大会（NLP2020）},
     address = {茨城},
     pages = {461--464},
     month = mar,
     year = {2020},
   }

2. NLP

   ニューラル機械翻訳のための言語知識に基づくマルチタスク事前学習

   Zhuoyuan Mao, Raj Dabre, Fabien Cromieres, 宋 海越, 中尾 亮太, and 黒橋 禎夫

   In 言語処理学会第26回年次大会（NLP2020）, Mar 2020

   Bib PDF

   @inproceedings{mao2020multitask,
     title = {ニューラル機械翻訳のための言語知識に基づくマルチタスク事前学習},
     author = {{Zhuoyuan Mao} and {Raj Dabre} and {Fabien Cromieres} and {宋 海越} and {中尾 亮太} and {黒橋 禎夫}},
     booktitle = {言語処理学会第26回年次大会（NLP2020）},
     address = {茨城},
     pages = {1061--1064},
     month = mar,
     year = {2020},
   }

Grants

2025

1. KAKENHI

   Improving Large Language Models for Low-Resource Languages with Diverse Writing Systems

   Haiyue Song

   2025

   Grant-in-Aid for Early-Career Scientists（若手研究）, 2025 to 2026, KAKENHI 25K21290.

   Website

2021

1. KAKENHI

   Multilingual Corpus Construction and Domain Adaptation for Low-Resource Machine Translation

   Haiyue Song

   2021

   JSPS Research Fellowship for Young Scientists (DC1), 2021 to 2023, KAKENHI 22KJ1724.

   Website

Other Presentations

2024

1. Talk

   Presentation at CJNLP 2024

   Haiyue Song

   2024

   Website

2022

1. Talk

   Presentation at the 14th Input Method Workshop (IM 2022)

   Haiyue Song

   2022

   第14回入力メソッドワークショップ

   Website
2. Talk

   Presentation at the Kyoto University Symposium of the Department of Intelligence Science and Technology (AY2022)

   Haiyue Song

   2022

   2022年度 京都大学 情報学研究科 知能情報学専攻 シンポジウム
3. Talk

   Lecture at 知能情報学演習, Kyoto University

   Haiyue Song

   2022