https://github.com/ashishpatel26/ner-with-spanmarker

NER with SpanMarker + Transformers + Spacy
https://github.com/ashishpatel26/ner-with-spanmarker

Last synced: 2 months ago
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NER with SpanMarker + Transformers + Spacy

• Host: GitHub
• URL: https://github.com/ashishpatel26/ner-with-spanmarker
• Owner: ashishpatel26
• Created: 2023-08-30T12:51:08.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-30T15:05:11.000Z (almost 2 years ago)
• Last Synced: 2025-04-02T17:52:57.587Z (3 months ago)
• Language: Jupyter Notebook
• Size: 132 KB
• Stars: 9
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SpanMarker for Named Entity Recognition

**NER with SpanMarker + Transformers + Spacy**

![img](https://github.com/tomaarsen/SpanMarkerNER/assets/37621491/c76d6393-bb0b-44c3-9412-fd9c8313dcc1)

## Installation

You may install the [`span_marker`](https://pypi.org/project/span-marker) Python module via `pip` like so:

```

pip install span_marker

```

## SpanMarker Notebooks

Here you can find a list of notebooks covering various use cases of SpanMarker. You're free to open a pull request to contribute your notebook!

| Notebook                                                  | Colab                                                        |

| --------------------------------------------------------- | ------------------------------------------------------------ |

| 1. SpanMarker for Named Entity Recognition Beginner Guide | [![Open In Colab](https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/ashishpatel26/NER-with-SpanMarker/blob/main/1.%20SpanMarker%20for%20Named%20Entity%20Recognition%20Beginner%20Guide.ipynb) |

| 2.NER with SpanMarker on Conll2003                        | [![Open In Colab](https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/ashishpatel26/NER-with-SpanMarker/blob/main/2.NER%20with%20SpanMarker%20on%20Conll2003.ipynb) |

| 3.NER with SpanMarker with spaCy                          | [![Open In Colab](https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/ashishpatel26/NER-with-SpanMarker/blob/main/3.NER%20with%20SpanMarker%20with%20spaCy.ipynb) |

| 4.NER with SpanMarker at Document-level context.          | [![Open In Colab](https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/ashishpatel26/NER-with-SpanMarker/blob/main/4.NER%20with%20SpanMarker%20at%20Document-level%20context.ipynb) |

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**Thanks for Reading 🙏**

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