Experiments with (German) text classification using state-of-the-art Deep Learning approaches.
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Feb 3, 2022 - Jupyter Notebook
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nlp-classification
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Solution to sample NLP challenge at Kaggle
nlp python3 pytorch kaggle-competition bert onnx fastapi huggingface-transformers nlp-classification
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Aug 14, 2022 - Jupyter Notebook
2022 HAI 1팀 프로젝트 방언 번역기 개발을 위한 레포지토리입니다.
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Dec 1, 2022 - Jupyter Notebook
GePart: German Party Classification Model. Student project during the 5th and 6th semester.
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Jul 30, 2023 - TeX
NLP Transformer pipeline + LLM QA with RAG - Homeworks for BigData Team NLP course on LLMs
nlp transformer question-answering attention-mechanism nlp-machine-learning faiss wandb huggingface-transformers nlp-classification large-language-models llm retrieval-augmented-generation llm-qa-document llm-rag
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Sep 22, 2024 - Jupyter Notebook
This project focuses on detecting disaster-related tweets using machine learning. The dataset, sourced from Kaggle, contains 7613 tweets labeled as disaster-related or not. Various Natural Language Processing (NLP) techniques and machine learning models were applied to classify these tweets accurately.
data-science machine-learning natural-language-processing random-forest text-classification svm lightgbm logistic-regression bert disaster-response huggingface nlp-classification
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Feb 2, 2025 - Jupyter Notebook
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