ICACT20240475 Question.1
Questioner: kounenfathima00@gmail.com 2024-02-02 오후 6:09:20 |
ICACT20240475 Answer.1
Answer by Auhor ruofei@m.scnu.edu.cn 2024-02-02 오후 6:09:20
Chrome  Click!! |
| Why is the Bag-of-Words representation considered both simple and effective in the context of LDA? |
The bag-of-words representation ignores word order and grammatical structure, and only considers word frequency, so that the text is represented as sparse vectors, which is simple for the LDA algorithm to handle. |
ICACT20240475 Question.2
Questioner: franklinlu888@outlook.com 2024-02-05 오후 2:39:25 |
ICACT20240475 Answer.2
Answer by Auhor ruofei@m.scnu.edu.cn 2024-02-05 오후 2:39:25
Chrome Click!! |
| Good afternoon, I am the chair of Session 2B, Bing-Yuh Lu from China, and welcome you to ICACT2024. Your artwork is a wonderful study and presented in a traditional academic manner. This is a nice work. However, I suggest the form of equations might be modified to be more scientific form. Some interpretations of equations are not complete. To sum up, it is a very nice presentation! |
|
ICACT20240475 Question.3
Questioner: jllovido@bicol-u.edu.ph 2024-02-05 오후 7:54:06 |
ICACT20240475 Answer.3
Answer by Auhor ruofei@m.scnu.edu.cn 2024-02-05 오후 7:54:06
Chrome Click!! |
| May I please be clarified on the difference of dataset 1 from dataset 2? Are they similar in structure and context? If so, are these datasets merged for processing or processed separately? |
|
ICACT20240475 Question.4
Questioner: jllovido@bicol-u.edu.ph 2024-02-05 오후 7:59:35 |
ICACT20240475 Answer.4
Answer by Auhor ruofei@m.scnu.edu.cn 2024-02-05 오후 7:59:35
Chrome Click!! |
| Did you have to undergo data cleaning or pre-processing to apply both Latent Dirichlet Allocation (LDA) and sentence embedding techniques on the datasets? If so, could you please provide further details on how data pre-processing was done? Were there specific data pre-processing challenges encountered and how were you able to overcome such? |
|
ICACT20240475 Question.5
Questioner: jllovido@bicol-u.edu.ph 2024-02-05 오후 8:06:16 |
ICACT20240475 Answer.5
Answer by Auhor ruofei@m.scnu.edu.cn 2024-02-05 오후 8:06:16
Chrome Click!! |
| Can you please provide more details on the insights discovered as presented in the visualizations in slides 15 and 17? |
|
