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- Tried HF transformers, Spacy, NLTK, word embeddings, sentence transformers.
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- Set up a repo with notes: https://git.kemt.fei.tuke.sk/mg240ia
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Tasks:
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- Publish experiments into the repository
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- Prepare a paper for publication in faculty proceedings http://eei.fei.tuke.sk/#!/
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- Send me draft in advance.
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Suplemental tasks:
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- For presentation of the results, learn about https://wandb.ai/. This can dispplay results (learning curve, etc.)
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- For preparing a web aplication with demo, learn about streamlit.
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## Meeting 12.4.
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Tasks:
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- Finish experiments, upload source codes into git, provide a description of the experiments.
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- Try to improve the results - try different kind of BERT - roberta, electra, xl-net. Can "generative models" be used? (gpt, bart, t5). Can "sentence transformers be used" - labse, laser.
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- Learn about "Sentence Transformers".
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- Summarize the results in the table, publish the table on git.
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- Use Markdown for formatting. There is "Typora".
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- Continue to improve the SCYR paper.
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- [ ] Finish experiments, upload source codes into git, provide a description of the experiments.
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- [ ] Try to improve the results - try different kind of BERT - roberta, electra, xl-net. Can "generative models" be used? (gpt, bart, t5). Can "sentence transformers be used" - labse, laser.
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- [x] Learn about "Sentence Transformers".
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- [ ] Summarize the results in the table, publish the table on git.
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- [-] Use Markdown for formatting. There is "Typora".
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- [-] Continue to improve the SCYR paper.
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- If you have some conference in mind, tell me.
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## Meeting 25.3.22
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