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I am a PhD Student at the <ahref="https://www.upf.edu/web/taln/labs/lastus"target="_blank"rel="noopener noreferrer">Large Scale Text Understanding Systems Lab</a> at <ahref="https://upf.edu"target="_blank"rel="noopener noreferrer">Universitat Pompeu Fabra</a> (UPF) and currently supervised by Prof. Horacio Saggion. I am keen on natural language generation tasks, such as **text simplification** and question generation. With a Master's degree in Education, I am also interested in the application of **NLP for education**.
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I am a PhD Student at the <ahref="https://www.upf.edu/web/taln/labs/lastus"target="_blank"rel="noopener noreferrer">Large Scale Text Understanding Systems Lab</a> at <ahref="https://upf.edu"target="_blank"rel="noopener noreferrer">Universitat Pompeu Fabra</a> (UPF) and currently supervised by Prof. Horacio Saggion. I am keen on the evaluation of natural language generation tasks, especially **text simplification**. With a Master's degree in Education, I am also interested in the application of **NLP for education**.
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Previously, I got Master in Engineering at the <ahref="https://nlp.naist.jp/"target="_blank"rel="noopener noreferrer">Natural Language Processing Lab</a> at <ahref="http://www.naist.jp/"target="_blank"rel="noopener noreferrer">Nara Institute of Science and Technology</a> (NAIST), supervised by Prof. Taro Watanabe.
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My resume can be downloaded <ahref="assets/pdf/CV.pdf"target="_blank"rel="noopener noreferrer">here</a>.
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# Publications
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1.**Akio Hayakawa**, Horacio Saggion. 2024. _Can LLMs Solve Reading Comprehension Tests as Second Language Learners?_ The 4th Workshop on Knowledge-infused Learning (KiL 2042). (to appear)
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1.**Akio Hayakawa**, Horacio Saggion. 2024. _Can LLMs Solve Reading Comprehension Tests as Second Language Learners?_ The 4th Workshop on Knowledge-infused Learning (KiL 2024). (to appear)
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1. Matthew Shardlow, Fernando Alva-Manchego, Riza Batista-Navarro, Stefan Bott, Saul Calderon Ramirez, Rémi Cardon, Thomas François, **Akio Hayakawa**, Andrea Horbach, Anna Huelsing, Yusuke Ide, Joseph Marvin Imperial, Adam Nohejl, Kai North, Laura Occhipinti, Nelson Peréz Rojas, Nishat Raihan, Tharindu Ranasinghe, Martin Solis Salazar, Sanja Štajner, Marcos Zampieri, Horacio Saggion. 2024. _The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline._ Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2024). <ahref="https://aclanthology.org/2024.bea-1.51/"target="_blank"rel="noopener noreferrer">[Link]</a>
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1. Matthew Shardlow, Fernando Alva-Manchego, Riza Theresa Batista-Navarro, Stefan Bott, Saul Calderon Ramirez, Rémi Cardon, Thomas François, **Akio Hayakawa**, Andrea Horbach, Anna Huelsing, Yusuke Ide, Joseph Marvin Imperial, Adam Nohejl, Kai North, Laura Occhipinti, Nelson Peréz Rojas, Nishat Raihan, Tharindu Ranasinghe, Martin Solis Salazar, Marcos Zampieri, Horacio Saggion. 2024. _An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework._ Proceedings of the 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI). <ahref="https://aclanthology.org/2024.readi-1.4/"target="_blank"rel="noopener noreferrer">[Link]</a>
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1.**Akio Hayakawa**, Tomoyuki Kajiwara, Hiroki Ouchi, Taro Watanabe. 2022. _JADES: New Text Simplification Dataset in Japanese Targeted at Non-Native Speakers._ Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022). <ahref="https://aclanthology.org/2022.tsar-1.17/"target="_blank"rel="noopener noreferrer">[Link]</a>
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# Work Experience
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*_Dec 2023 -_ : _Doctoral Researcher_ at Universitat Pompeu Fabra
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*_Dec 2023 -_ : _Pre-Doctoral Researcher_ at Universitat Pompeu Fabra
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*_Apr 2023 - Sep 2023_ : _Research Assistant_ at Nara Institute of Science and Technology
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*_Feb 2021 - Aug 2023_ : Freelance _Machine Learning Engineer_
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*_Jan 2019 - Jan 2021_ : _Machine Learning Engineer_ at BrainPad. Inc
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*_Apr 2017 - Dec 2019_ : _Software Engineer_ at Subsidiary of NTT
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*_Apr 2017 - Dec 2019_ : _Software Engineer_ at Subsidiary of NTT Data
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