2024-08-05 23:05:54 +00:00
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title: Oliver Pejic
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published: true
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taxonomy:
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category: [iaeste]
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tag: [hatespeech,nlp]
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author: Daniel Hladek
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---
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Oliver Pejic
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2024-09-03 09:11:07 +00:00
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IAESTE Intern Summer 2024, 12 weeks in August, September and October.
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2024-08-05 23:05:54 +00:00
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Goal:
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- Help with the [Hate Speech Project](/topics/hatespeech)
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- Help with evaluation of sentence transformer models using toolkit [MTEB](https://github.com/embeddings-benchmark/mteb)
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Final Tasks:
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- Prepare an MTEB evaluation task for [Slovak HATE speech](https://huggingface.co/datasets/TUKE-KEMT/hate_speech_slovak).
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- Prepare an MTEB evaluation task for [Slovak question answering](https://huggingface.co/datasets/TUKE-KEMT/retrieval-skquad).
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- [Machine translate](https://huggingface.co/google/madlad400-3b-mt) an SBERT evaluation set for multiple slavic languages.
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- Write a short scientific paper with results.
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2024-09-03 09:09:25 +00:00
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Meeting 3.9:
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State: Studied BEIR framework and transformers.
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Tasks:
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- Prepare and try BEIR evaluation tasks for the database. For evaluation you can try me5-base model.
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- Make a fork of BEIR and do necessary modification, including the documentation references for the task.
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- Prepare 2 GITHUB pull requests for the databases, preliminary BEIR script given.
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Future tasks:
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- Prepare a machine translation system to create another slovak/multilingual evaluation task from English task.
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2024-08-05 23:07:43 +00:00
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Preparation (7.8.2024):
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2024-08-05 23:05:54 +00:00
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- Get familiar with [SentenceTransformer](https://sbert.net/) framework, study fundamental papers and write down notes.
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- Get familiar with [MTEB](https://github.com/embeddings-benchmark/mteb) evaluation framework.
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- Prepare a working environment on Google Colab or on school server or Anaconda.
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- Get familiar with [existing finetuning scripts](https://git.kemt.fei.tuke.sk/dano/slovakretrieval).
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