Stylistic classical Chinese poem generation - the anatomy of an AI poet
Traditional poetry, as a cultural treasure, has had a profound impact on every generation throughout human history. Poetry is a way to express emotions, but many modern people struggle to write poetry because they don't understand the format. This project consists of three parts and is dedicate...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/166853 |
| _version_ | 1824455220055244800 |
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| author | Geng, Runqiu |
| author2 | Ling Keck Voon |
| author_facet | Ling Keck Voon Geng, Runqiu |
| author_sort | Geng, Runqiu |
| collection | NTU |
| description | Traditional poetry, as a cultural treasure, has had a profound impact on every generation throughout human history. Poetry is a way to express emotions, but many modern people struggle to write poetry because they don't understand the format. This project consists of three parts and is dedicated to build an AI poem generator that can generate stylistic classical Chinese poems based on user input keywords. Firstly, this project will build a Chinese poetry generator using the sequence-to-sequence model. Then, the project will explore unsupervised and supervised machine learning algorithms to classify Chinese poems by style. Finally, this project will integrate the results of the first two parts and use stylized data to train the Chinese poetry generator. The result is a successful model that generates Chinese poems based on the keywords entered by the user and the style chosen. Through this final year project, the author learnt and practiced many coding skills and knowledge related to natural language processing, as well as enhancing her information gathering and self-learning skills. In addition, through this year-long project, the author has enhanced her project management skills by setting and completing a plan. |
| first_indexed | 2025-02-19T03:34:44Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/166853 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:34:44Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1668532023-07-07T17:32:18Z Stylistic classical Chinese poem generation - the anatomy of an AI poet Geng, Runqiu Ling Keck Voon School of Electrical and Electronic Engineering EKVLING@ntu.edu.sg Engineering::Electrical and electronic engineering Traditional poetry, as a cultural treasure, has had a profound impact on every generation throughout human history. Poetry is a way to express emotions, but many modern people struggle to write poetry because they don't understand the format. This project consists of three parts and is dedicated to build an AI poem generator that can generate stylistic classical Chinese poems based on user input keywords. Firstly, this project will build a Chinese poetry generator using the sequence-to-sequence model. Then, the project will explore unsupervised and supervised machine learning algorithms to classify Chinese poems by style. Finally, this project will integrate the results of the first two parts and use stylized data to train the Chinese poetry generator. The result is a successful model that generates Chinese poems based on the keywords entered by the user and the style chosen. Through this final year project, the author learnt and practiced many coding skills and knowledge related to natural language processing, as well as enhancing her information gathering and self-learning skills. In addition, through this year-long project, the author has enhanced her project management skills by setting and completing a plan. Bachelor of Engineering Science (Electrical and Electronic Engineering) 2023-05-15T02:22:54Z 2023-05-15T02:22:54Z 2023 Final Year Project (FYP) Geng, R. (2023). Stylistic classical Chinese poem generation - the anatomy of an AI poet. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166853 https://hdl.handle.net/10356/166853 en A1082-221 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Electrical and electronic engineering Geng, Runqiu Stylistic classical Chinese poem generation - the anatomy of an AI poet |
| title | Stylistic classical Chinese poem generation - the anatomy of an AI poet |
| title_full | Stylistic classical Chinese poem generation - the anatomy of an AI poet |
| title_fullStr | Stylistic classical Chinese poem generation - the anatomy of an AI poet |
| title_full_unstemmed | Stylistic classical Chinese poem generation - the anatomy of an AI poet |
| title_short | Stylistic classical Chinese poem generation - the anatomy of an AI poet |
| title_sort | stylistic classical chinese poem generation the anatomy of an ai poet |
| topic | Engineering::Electrical and electronic engineering |
| url | https://hdl.handle.net/10356/166853 |
| work_keys_str_mv | AT gengrunqiu stylisticclassicalchinesepoemgenerationtheanatomyofanaipoet |