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28 lines
1.1 KiB
Markdown
28 lines
1.1 KiB
Markdown
---
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title: Youssef Ressaissi
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published: true
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taxonomy:
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category: [iaeste]
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tag: [summarization,nlp]
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author: Daniel Hladek
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---
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IAESTE Intern Summer 2025, 1.7. - 31.8.2025
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Goal: Evaluate and improve language models for summarization in Slovak medical or legal domain.
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Tasks:
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- Get familiar with basic tools and prepare working environment: HF transformers, datasets, lm-evaluation-harness, HF trl
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- Read several recent papers about summarization using LLM and write a report.
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- Get familiar how to perform and evaluate document summarization using language models in Slovak.
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- Pick summarization datasets and models. Evaluate several models for evaluation using ROUGE and BLEU metrics.
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- Describe the experiments. Summarize results in a table. Describe the results.
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- Improve performance of a languge model. Use more data. Prepare a domain-oriented dataset and finetune a model. Maybe generate artificial data to imporve summarization.
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- Run new expriments and write down the results.
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- Publish the fine-tuned models in HF HUB. Publish the paper from the project.
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