Python script to train a NER AI Model
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Jun 24, 2026 - Python
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seqeval
Here are 7 public repositories matching this topic...
python json numpy sklearn logging jupyter-notebook transformers pandas pytorch colab matplotlib bert adam textwrap tqdm colab-notebook seqeval
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Mar 14, 2024 - Jupyter Notebook
Custom Named Entity Recognition (NER) with BiLSTM CRF and Spacy
spacy named-entity-recognition indonesia nlp-keywords-extraction bilstm-crf-model crf-model bilstm-model seqeval nervaluate
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Sep 2, 2024 - Jupyter Notebook
End-to-end NLP experiments for movie-genre prediction from plot summaries in English & Persian—covering document-level baselines, BERT fine-tuning, and NER+LSTM-CRF pipelines, with datasets and evaluation code.
machine-learning natural-language-processing text-classification scikit-learn transformers pytorch ner bert persian-nlp movie-data english-nlp genre-classification lstm-crf multilingual-nlp seqeval
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Oct 6, 2025 - Jupyter Notebook
An end-to-end comparative study on Named Entity Recognition (NER) benchmark datasets. This project explores the progression from scratch-built deep learning sequence models (LSTM, BiLSTM, BiLSTM-CRF) to state-of-the-art transformer fine-tuning (DistilBERT). Includes subword-label alignment, strict evaluation using seqeval, and an interactive Gradio
nlp natural-language-processing deep-learning transformers python3 pytorch lstm named-entity-recognition seq2seq ner gradio tokenization bilstm bilstm-crf sequence-tagging huggingface distilbert huggingface-transformers token-classification seqeval
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Jul 22, 2026 - Jupyter Notebook
This repo explores token classification for abbreviation and long-form detection using RoBERTa. We evaluate the impact of adding 50% of the PLODv2-filtered dataset, achieving improved F1 and recall. The repo includes methodology, evaluation using seqeval, and confusion matrix analysis.
named-entity-recognition sequence-labeling roberta long-form huggingface-transformers token-classification huggingface-datasets biomedical-nlp seqeval abbreviation-detection
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Jun 7, 2025 - Python
RoBERTa-based CTI NER training, evaluation, and Gradio demo on the APTNER dataset.
transformers pytorch ner gradio cyber-threat-intelligence roberta nlp- token-classification seqeval aptner
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Nov 29, 2025 - Python
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